67 results on '"Molwitz, I"'
Search Results
2. Skeletal muscle fat quantification by dual-energy computed tomography in comparison with 3T MR imaging
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Molwitz, I., Leiderer, M., McDonough, R., Fischer, R., Ozga, A-K., Ozden, C., Tahir, E., Koehler, D., Adam, G., and Yamamura, J.
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- 2021
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3. Muscle quality, not quantity, is associated with outcome after colorectal cancer surgery
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Kemper, M., additional, Melling, N., additional, Krause, L., additional, Kühn, K., additional, Graß, J.-K., additional, Gerdes, L., additional, Adam, G., additional, Yamamura, J., additional, and Molwitz, I., additional
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- 2023
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4. Einflussfaktoren auf die Prozesszeit einer CT bei Verdacht auf eine Lungenarterienembolie: Eine Single-Center-Studie
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Köhler, D, additional, Ozga, A K, additional, Molwitz, I, additional, Shenas, F, additional, Keller, S, additional, Adam, G, additional, and Yamamura, J, additional
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- 2023
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5. Experimentelle Entwicklung und erste in vivo Validierung von Fettquantifizierung in der Dual-layer Detektor Spektral-CT
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Molwitz, I, additional, Campbell, M G, additional, Yamamura, J, additional, Knopp, T, additional, Toedter, K, additional, Fischer, R, additional, Wang, J Z, additional, Busch, A, additional, Ozga, K A, additional, Zhang, S, additional, Lindner, T, additional, Sevecke, F, additional, Grosser, M, additional, Adam, G, additional, and Szwargulski, P, additional
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- 2022
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6. Karriereerwartungen und Arbeitsbedingungen in der Radiologie: eine nationale Umfrage
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Molwitz, I, additional, Kemper, C, additional, Regitz-Zagrosek, V, additional, Can, E, additional, Yamamura, J, additional, Bucher, A, additional, Storz, C, additional, Afat, S, additional, Gerwing, M, additional, Sieren, M, additional, Oechtering, T, additional, and Keller, S, additional
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- 2022
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7. Auswirkungen der Leberzirrhose auf Herzstruktur und Funktion: Erste Eindrücke aus der CMRLTX-Studie.
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Erley, J, Naimi, L, Hancken-Pauschinger, C, Molwitz, I, Müllerleile, K, Sterneck, M, Bannas, P, Adam, G, and Tahir, E
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- 2024
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8. Machine Learning bei Neurofibromatose Typ 1: Evaluation MRT-basierter Radiomics-Charakteristika zur Differenzierung von benignen und malignen peripheren Nervenscheidentumoren
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Ristow, I, additional, Madesta, F, additional, Well, L, additional, Shenas, F, additional, Düring, F, additional, Molwitz, I, additional, Hott, L, additional, Farschtschi, S, additional, Bannas, P, additional, Adam, G, additional, Mautner, V, additional, Werner, R, additional, and Salamon, J, additional
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- 2021
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9. Entwicklung weiblicher Autorenzahlen in radiologischen Zeitschriften mit niedrigem bis hohem Impact
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Molwitz, I, additional, Yamamura, J, additional, Ozga, A, additional, Wedekind, I, additional, Nguyen, T, additional, Wolf-Baldauf, L, additional, Minobu, K, additional, Zhao, J, additional, Cam, E, additional, and Keller, S, additional
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- 2021
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10. CT basierte Bestimmung von Sarkopenieparametern bei COVID-19
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Molwitz, I, additional, Ungerer, A, additional, Laura, G, additional, Köhler, D, additional, Ristow, I, additional, Adam, G, additional, and Yamamura, J, additional
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- 2021
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11. Prävalenz von Bandrupturen am Chopart-Gelenk im Zusammenhang mit Sprunggelenksverletzungen bei professionellen Fußballspielern
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Leiderer, M, additional, Welsch, G, additional, Molwitz, I, additional, Maas, K, additional, Warncke, M, additional, Bannas, P, additional, Adam, G, additional, and Henes, F, additional
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- 2020
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12. Bestimmung von Fettinfiltration in der Skelettmuskulatur mittels Dual-Energy-CT und MRT-R2* chemical shift Relaxometrie
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Molwitz, I, additional, Fischer, R, additional, Leiderer, M, additional, and Yamamura, J, additional
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- 2020
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13. Dual-layer Detektor Spektral-CT Muskelfettfraktion als neuer bildgebender Biomarker klinisch reduzierter Muskelkraft.
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Molwitz, I, Campbell, G M, Schubert, N, Busch, A, Breckow, J, Erley, J, Adam, G, Fischer, R, Grosser, M, and Yamamura, J
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- 2024
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14. Evaluation der Sarkopenie als Prädiktor der Mortalität von Patient:innen mit Leberzirrhose bei frühzeitiger Anlage eines transjugulären intrahepatischen portosystemischen Shunts (early TIPS).
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Aydemir, D G, Well, L, Erley, J, Molwitz, I, Piecha, F, Drolz, A, and Adam, G
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- 2024
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15. First magnetic particle imaging angiography in human-sized organs by employing a multimodal ex vivo pig kidney perfusion system
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Molwitz, I, primary, Ittrich, H, additional, Knopp, T, additional, Mummert, T, additional, Salamon, J, additional, Jung, C, additional, Adam, G, additional, and Kaul, M G, additional
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- 2019
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16. MR-Angiografische Prädiktoren der Progression thorakaler Aortendiameter beim Marfan-Syndrom
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Weinrich, J, additional, Behzadi, C, additional, Schön, G, additional, Schönnagel, B, additional, Molwitz, I, additional, Lenz, A, additional, Adam, G, additional, Henes, F, additional, Kodolitsch, Y, additional, and Bannas, P, additional
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- 2019
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17. Experimentelle ex vivo Flussstudien an Schweinenieren durch eine Multimodale Angiografie unter Verwendung von DSA, MRA und Magnetic Particle Imaging
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Kaul, M, additional, Molwitz, I, additional, Jung, C, additional, Salamon, J, additional, Knopp, T, additional, Adam, G, additional, and Ittrich, H, additional
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- 2017
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18. Experimentelle Entwicklung und erste in vivo Validierung von Fettquantifizierung in der Dual-layer Detektor Spektral-CT.
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Molwitz, I, Campbell, M G, Yamamura, J, Knopp, T, Toedter, K, Fischer, R, Wang, J Z, Busch, A, Ozga, K A, Zhang, S, Lindner, T, Sevecke, F, Grosser, M, Adam, G, and Szwargulski, P
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- 2022
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19. Karriereerwartungen und Arbeitsbedingungen in der Radiologie: eine nationale Umfrage.
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Molwitz, I, Kemper, C, Regitz-Zagrosek, V, Can, E, Yamamura, J, Bucher, A, Storz, C, Afat, S, Gerwing, M, Sieren, M, Oechtering, T, and Keller, S
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- 2022
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20. Dual-Energy CT muscle fat fraction as a new imaging biomarker of body composition and survival predictor in critically ill patients.
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Erley J, Roedl K, Ozga AK, de Heer G, Schubert N, Breckow J, Burdelski C, Tahir E, Kluge S, Huber TB, Yamamura J, Adam G, and Molwitz I
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- Humans, Female, Male, Middle Aged, Intensive Care Units, Adipose Tissue diagnostic imaging, Muscle, Skeletal diagnostic imaging, Biomarkers metabolism, Aged, Predictive Value of Tests, Retrospective Studies, Critical Illness, Tomography, X-Ray Computed methods, Body Composition
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Objective: To analyze changes in the muscular fat fraction (FF) during immobilization at the intensive care unit (ICU) using dual-energy CT (DECT) and evaluate the predictive value of the DECT FF as a new imaging biomarker for morbidity and survival., Methods: Immobilized ICU patients (n = 81, 43.2% female, 60.3 ± 12.7 years) were included, who received two dual-source DECT scans (CT1, CT2) within a minimum interval of 10 days between 11/2019 and 09/2022. The DECT FF was quantified for the posterior paraspinal muscle by two radiologists using material decomposition. The skeletal muscle index (SMI), muscle radiodensity attenuation (MRA), subcutaneous-/ visceral adipose tissue area (SAT, VAT), and waist circumference (WC) were assessed. Reasons for ICU admission, clinical scoring systems, therapeutic regimes, and in-hospital mortality were noted. Linear mixed models, Cox regression, and intraclass correlation coefficients were employed., Results: Between CT1 and CT2 (median 21 days), the DECT FF increased (from 20.9% ± 12.0 to 27.0% ± 12.0, p = 0.001). The SMI decreased (35.7 cm
2 /m2 ± 8.8 to 31.1 cm2 /m2 ± 7.6, p < 0.001) as did the MRA (29 HU ± 10 to 26 HU ± 11, p = 0.009). WC, SAT, and VAT did not change. In-hospital mortality was 61.5%. In multivariable analyses, only the change in DECT FF was associated with in-hospital mortality (hazard ratio (HR) 9.20 [1.78-47.71], p = 0.008), renal replacement therapy (HR 48.67 [9.18-258.09], p < 0.001), and tracheotomy at ICU (HR 37.22 [5.66-245.02], p < 0.001). Inter-observer reproducibility of DECT FF measurements was excellent (CT1: 0.98 [0.97; 0.99], CT2: 0.99 [0.96-0.99])., Conclusion: The DECT FF appears to be suitable for detecting increasing myosteatosis. It seems to have predictive value as a new imaging biomarker for ICU patients., Clinical Relevance Statement: The dual-energy CT muscular fat fraction appears to be a robust imaging biomarker to detect and monitor myosteatosis. It has potential for prognosticating, risk stratifying, and thereby guiding therapeutic nutritional regimes and physiotherapy in critically ill patients., Key Points: The dual-energy CT muscular fat fraction detects increasing myosteatosis caused by immobilization. Change in dual-energy CT muscular fat fraction was a predictor of in-hospital morbidity and mortality. Dual-energy CT muscular fat fraction had a predictive value superior to established CT body composition parameters., (© 2024. The Author(s).)- Published
- 2024
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21. Sex-specific ventricular morphology, function, and tissue characteristics in arterial hypertension: a magnetic resonance study of the Hamburg city health cohort.
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Erley J, Jahnke CM, Schüttler S, Molwitz I, Chen H, Meyer M, Muellerleile K, Cavus E, Lund GK, Blankenberg S, Adam G, and Tahir E
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- Humans, Female, Male, Middle Aged, Prospective Studies, Germany epidemiology, Sex Factors, Adult, Aged, Hypertension epidemiology, Hypertension physiopathology, Heart Ventricles diagnostic imaging, Heart Ventricles physiopathology, Heart Ventricles pathology, Magnetic Resonance Imaging methods
- Abstract
Objective: To determine the influence of arterial hypertension (AHT), sex, and the interaction between both left- and right ventricular (LV, RV) morphology, function, and tissue characteristics., Methods: The Hamburg City Health Study (HCHS) is a population-based, prospective, monocentric study. 1972 individuals without a history of cardiac diseases/ interventions underwent 3 T cardiac MR imaging (CMR). Generalized linear models were conducted, including AHT, sex (and the interaction if significant), age, body mass index, place of birth, diabetes mellitus, smoking, hyperlipoproteinemia, atrial fibrillation, and medication., Results: Of 1972 subjects, 68% suffered from AHT. 42% with AHT and 49% controls were female. Females overall showed a higher ejection fraction (EF) (LV: regression coefficient +2.4% [95% confidence interval: 1.7; 3.1]), lower volumes and LV mass (-19.8% [-21.3; -18.5]), and prolonged native septal T1 (+22.1 ms [18.3; 25.9])/T2 relaxation times (+1.1 ms [0.9; 1.3]) (all p < 0.001) compared to males. Subjects with AHT showed a higher EF (LV: +1.2% [0.3; 2.0], p = 0.009) and LV mass (+6.6% [4.3; 9.0], p < 0.001) than controls. The interaction between sex and AHT influenced mapping. After excluding segments with LGE, males (-0.7 ms [-1.0; -0.3 | ) and females with AHT (-1.1 ms [-1.6; -0.6]) showed shorter T2 relaxation times than the sex-respective controls (p < 0.001), but the effect was stronger in females., Conclusion: In the HCHS, female and male subjects with AHT likewise showed a higher EF and LV mass than controls, independent of sex. However, differences in tissue characteristics between subjects with AHT and controls appeared to be sex-specific., Clinical Relevance Statement: The interaction between sex and cardiac risk factors is an underestimated factor that should be considered when comparing tissue characteristics between hypertensive subjects and controls, and when establishing cut-off values for normal and pathological relaxation times., Key Points: There are sex-dependent differences in arterial hypertension, but it is unclear if cardiac MR parameters are sex-specific. Differences in cardiac MR parameters between hypertensive subjects and healthy controls appeared to be sex-specific for tissue characteristics. Sex needs to be considered when comparing tissue characteristics in patients with arterial hypertension to healthy controls., (© 2024. The Author(s).)
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- 2024
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22. Gender- and personality-specific differences in academic qualifications, research motivation, and attractiveness of leadership positions: a survey among radiologists from Germany.
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Molwitz I, Kemper C, Stahlmann K, Yamamura J, Adam G, Langenbach MC, Reim M, Wegner F, Bannas P, Lotz J, Can E, Zagrosek-Regitz V, Hamm B, and Keller-Yamamura S
- Abstract
This study investigated gender- and personality-specific differences in academic qualifications, research motivation, and options to increase the attractiveness of leadership positions in radiology.A validated questionnaire with 66 questions was distributed via the German Roentgen Society and individually sent to 4,500 radiologists in Germany. Participants were asked about their gender. Personality dimensions were assessed using the OCEAN (Big Five) model. Multivariable regression analyses were employed.Of 510 included participants (women 237 (46.5%)), men were four times more likely to have acquired an associated professorship (AP, Habilitation Privatdozent) ((odds ratio (OR) 4.39 (2.22-8.67)). Also, they planned to achieve an AP more frequently (OR 2.87 (1.47-5.61)). The only gender-specific motivator for an AP was the option to become eligible for the position of chief physician (men OR 2.56 (1.07-6.15)). Mentors increased the probability of acquiring an AP (OR 2.07 (1.13-3.80)) or striving for an AP (4.82 (2.39-9.73)). Female mentees were likelier to have female mentors (OR 4.62 (1.68-12.73)). To increase the attractiveness of leadership positions, female radiologists perceived gender balance at the management level (OR 3.32 (2.28-4.82)), top sharing (OR 2.22 (1.48-3.32)), and better work-life balance (OR 2.02 (1.19-3.43)) as more relevant than male radiologists. More pronounced openness (OR 1.62 (1.10-2.38)) and extroversion (OR 1.45 (1.07-1.97)) were positively associated with planning an AP. More pronounced agreeableness (OR 0.67 (0.50-0.91)) was negatively associated.Research motivation is mainly independent of gender. Academic qualification varies with gender and personality dimensions. Mentoring, female role models, top sharing, and better work-family compatibility could motivate women to pursue academic leadership. · Male radiologists are more frequently motivated to pursue an associated professorship by the option of becoming a chief physician.. · Openness and extroversion make pursuing an associated professorship more likely.. · Role models at the management level, top sharing, and flexible work time are more important for female radiologists.. · Molwitz I, Kemper C, Stahlmann K et al. Gender- and personality-specific differences in academic qualifications, research motivation, and attractiveness of leadership positions: a survey among radiologists from Germany. Fortschr Röntgenstr 2024; DOI 10.1055/a-2415-7337., Competing Interests: The authors declare that they have no conflict of interest., (Thieme. All rights reserved.)
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- 2024
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23. Motivation and success factors in radiological research in Germany - results of a survey by the Methodology and Research Working Group of the German Radiological Society.
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Wegner F, Heinrichs H, Stahlmann K, Molwitz I, Keller-Yamamura S, Kloeckner R, Barkhausen J, Bäuerle T, Cyran CC, Dietzel M, Eisenblätter M, Hilger I, Jung C, Schick F, Kiessling F, and Bannas P
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Investigation of motivation and identification of success factors in radiology research in Germany.Using a German online survey (54 questions, period: 3.5 months), demographic aspects, intrinsic and extrinsic success characteristics, as well as personal and organizational success factors were surveyed based on a career success model. The survey results were reported descriptively. The correlations between success factors and success characteristics were examined using linear, binary-logistic, and multinomial regression models.176 people (164 academically active, 10 not academically active) answered the survey. Most participants (80%, 139/174) worked at a university hospital. 32% had privatdozent or professor as their highest academic title (56/173). The researchers' main motivation was intrinsic interest in research (55%, 89/163), followed by a desire to increase their own career opportunities (25%, 41/163). The following were identified as factors for intrinsic success: i) support from department management (estimate=β=0.26, p<0.001), ii) good work-life balance (β=0.37, p<0.001), and iii) the willingness to pursue science even after reaching the career goal (β=0.16, p<0.016). Relevant factors for extrinsic scientific success were mentoring, protected research time, and activities in professional societies.Researchers in German radiology are mainly intrinsically motivated. Factors known from the literature that determine intrinsic and extrinsic scientific success were confirmed in this study. Knowledge of these factors allows targeted systematic support and could thus increase scientific success in German radiology. · Main motivation for German radiology research is intrinsic interest, followed by career opportunities.. · Factors for intrinsic scientific success are good work-life balance and support by department management.. · Factors for extrinsic scientific success are mentoring, activities in professional societies, and protected research time.. · Wegner F, Heinrichs H, Stahlmann K et al. Motivation and success factors in radiological research in Germany - results of a survey by the Methodology and Research Working Group of the German Radiological Society. Fortschr Röntgenstr 2024; DOI 10.1055/a-2350-0023., Competing Interests: The authors declare that they have no conflict of interest., (Thieme. All rights reserved.)
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- 2024
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24. Long-term cardiotoxicity in germ cell cancer survivors after platinum-based chemotherapy: cardiac MR shows impaired systolic function and tissue alterations.
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Beitzen-Heineke A, Rolling CC, Seidel C, Erley J, Molwitz I, Muellerleile K, Saering D, Senftinger J, Börschel N, Engel NW, Bokemeyer C, Adam G, Tahir E, and Chen H
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- Humans, Male, Adult, Middle Aged, Antineoplastic Agents adverse effects, Magnetic Resonance Imaging methods, Case-Control Studies, Cisplatin adverse effects, Stroke Volume drug effects, Systole drug effects, Contrast Media adverse effects, Magnetic Resonance Imaging, Cine methods, Neoplasms, Germ Cell and Embryonal drug therapy, Neoplasms, Germ Cell and Embryonal diagnostic imaging, Cardiotoxicity etiology, Cardiotoxicity diagnostic imaging, Cancer Survivors
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Objectives: Long-term toxicities of germ cell cancer (GCC) treatment are of particular importance in young men with a life expectancy of several decades after curative treatment. This study aimed to investigate the long-term effects of platinum-based chemotherapy on cardiac function and myocardial tissue in GCC survivors by cardiac magnetic resonance (CMR) imaging., Methods: Asymptomatic GCC survivors ≥ 3 years after platinum-based chemotherapy and age-matched healthy controls underwent CMR assessment, including left ventricular (LV) and right ventricular (RV) ejection fraction (EF), strain analysis, late gadolinium enhancement (LGE) imaging, and T1/T2 mapping., Results: Forty-four survivors (age 44 [interquartile range, IQR 37-52] years; follow-up time 10 [IQR 5-15] years after chemotherapy) and 21 controls were evaluated. LV- and RVEF were lower in GCC survivors compared to controls (LVEF 56 ± 5% vs. 59 ± 5%, p = 0.017; RVEF 50 ± 7% vs. 55 ± 7%, p = 0.008). Seven percent (3/44) of survivors showed reduced LVEF (< 50%), and 41% (18/44) showed borderline LVEF (50-54%). The strain analysis revealed significantly reduced deformation compared to controls (LV global longitudinal strain [GLS] -13 ± 2% vs. -15 ± 1%, p < 0.001; RV GLS -15 ± 4% vs. -19 ± 4%, p = 0.005). Tissue characterization revealed focal myocardial fibrosis in 9 survivors (20%) and lower myocardial native T1 times in survivors compared to controls (1202 ± 25 ms vs. 1226 ± 37 ms, p = 0.016). Attenuated LVEF was observed after two cycles of platinum-based chemotherapy (54 ± 5% vs. 62 ± 5%, p < 0.001)., Conclusion: Based on CMR evaluation, combination chemotherapy with cumulative cisplatin ≥ 200 mg/m
2 is associated with attenuated biventricular systolic function and myocardial tissue alterations in asymptomatic long-term GCC survivors., Clinical Relevance Statement: Platinum-based chemotherapy is associated with decreased systolic function, non-ischemic focal myocardial scar, and decreased T1 times in asymptomatic long-term germ cell cancer survivors. Clinicians should be particularly aware of the risk of cardiac toxicity after platinum-based chemotherapy., Key Points: • Platinum-based chemotherapy is associated with attenuation of biventricular systolic function, lower myocardial T1 relaxation times, and non-ischemic late gadolinium enhancement. • Decreased systolic function and non-ischemic late gadolinium enhancement are associated with a cumulative cisplatin dose of ≥ 200 mg/m2 . • Cardiac MRI can help to identify chemotherapy-associated changes in cardiac function and tissue in asymptomatic long-term germ cell cancer survivors., (© 2023. The Author(s).)- Published
- 2024
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25. Fat quantification in dual-layer detector spectral CT: How to handle iron overload, varying tube voltage and radiation dose Indices.
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Molwitz I, Campbell GM, Knopp T, Schubert N, Erley J, Löser A, Adam G, Yamamura J, Fischer R, Ozga AK, and Szwargulski P
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- Humans, Adipose Tissue diagnostic imaging, Liver diagnostic imaging, Liver metabolism, Iron analysis, Iodine, Iron Overload diagnostic imaging, Phantoms, Imaging, Tomography, X-Ray Computed methods, Radiation Dosage
- Abstract
Objectives: Opposed to other spectral CT techniques, fat quantification in dual-layer detector CT (dlCT) has only recently been developed. The impact of concomitant iron overload and dlCT-specific protocol settings such as the dose right index (DRI), a measure of image noise and tube current, on dlCT fat quantification was unclear. Further, spectral information became newly available <120 kV. Therefore, this study's objective was to evaluate the impact of iron, changing tube voltage, and DRI on dlCT fat quantification., Material and Methods: Phantoms with 0 and 8mg/cm3 iron; 0 and 5mg/cm3 iodine; 0, 10, 20, 35, 50, and 100% fat and liver equivalent, respectively, were scanned with a dlCT (CT7500, Philips, the Netherlands) at 100kV/20DRI, 120kV/20DRI, 140kV/20DRI, and at 120kV/16DRI, 120kV/24DRI. Material decomposition was done for fat, liver, and iodine (A1); for fat, liver, and iron (A2); and for fat, liver, and combined reference values of iodine and iron (A3). All scans were analyzed with reference values from 120kV/20DRI. For statistics, the intraclass correlation coefficient (ICC) and Bland-Altman analyses were used., Results: In phantoms with iron and iodine, results were best for A3 with a mean deviation to phantom fat of 1.3±2.6% (ICC 0.999 [95%-confidence interval 0.996-1]). The standard approach A1 yielded a deviation of -2.5±3.0% (0.998[0.994-0.999]), A2 of 6.1±4.8% (0.991[0.974-0.997]). With A3 and changing tube voltage, the maximal difference between quantified fat and the phantom ground truth occurred at 100kV with 4.6±2.1%. Differences between scans were largest between 100kV and 140kV (2.0%[-7.1-11.2]). The maximal difference of changing DRI occurred between 16 and 24 DRI with 0.4%[-2.2-3.0]., Conclusion: For dlCT fat quantification in the presence of iron, material decomposition with combined reference values for iodine and iron delivers the most accurate results. Tube voltage-specific calibration of reference values is advisable while the impact of the DRI on dlCT fat quantification is neglectable., Competing Interests: The authors of this manuscript have the following competing interests: GM.C. is employed as a clinician scientist by Philips Health Care Germany. This does not alter our adherence to PLOS ONE policies on sharing data and materials. All other authors do not declare any competing interests. There are no patents, products in development or marketed products associated with this research to declare., (Copyright: © 2024 Molwitz et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2024
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26. Influencing factors on the time to CT in suspected pulmonary embolism: an explorative investigation.
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Koehler D, Ozga AK, Molwitz I, Shenas F, Keller S, Adam G, and Yamamura J
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- Humans, Retrospective Studies, Computed Tomography Angiography methods, Angiography methods, Tomography, X-Ray Computed methods, Pulmonary Embolism diagnostic imaging
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Pulmonary embolism is a potentially fatal condition with increased mortality if anticoagulation is delayed. This study aimed to find influencing factors on the duration from requesting a computed tomography (CT) pulmonary angiography (CTPA) to performing a CTPA in suspected acute pulmonary embolism. In 1849 cases, automatically generated time data were extracted from the radiological information system. The impact of the distance to the scanner, case-related features (sector of patient care, triage), and workload (demand for CTs, performed CTs, available staff, hospital occupancy) were investigated retrospectively using multiple regression. The time to CTPA was shorter in cases from the emergency room (ER) than in inpatients and outpatients at distances below 160 m and 240 m, respectively. While requests from the ER were also performed faster than cases from regular wards (< 180 m), no difference was found between the ER and intensive care units. Compared to "not urgent" cases, the workflow was shorter in "urgent" (- 17%) and "life-threatening" (- 67%) situations. The process was prolonged with increasing demand (+ 5%/10 CTs). The presented analysis identified relevant in-hospital influences on the CTPA workflow, including the distance to the CT together with the sector of patient care, the case triage, and the demand for imaging., (© 2024. The Author(s).)
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- 2024
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27. Asymmetry of thalamic hypometabolism on FDG-PET/CT in neurofibromatosis type 1: Association with peripheral tumor burden.
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Özden C, Mautner VF, Farschtschi S, Molwitz I, Ristow I, Bannas P, Well L, Klutmann S, Adam G, Apostolova I, and Buchert R
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- Adult, Humans, Female, Male, Positron Emission Tomography Computed Tomography, Fluorodeoxyglucose F18 metabolism, Retrospective Studies, Tumor Burden, Positron-Emission Tomography methods, Thalamus diagnostic imaging, Thalamus pathology, Neurofibromatosis 1 complications, Neurofibromatosis 1 diagnostic imaging, Neurofibromatosis 1 metabolism, Nerve Sheath Neoplasms complications, Nerve Sheath Neoplasms metabolism, Nerve Sheath Neoplasms pathology
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Background and Purpose: Thalamic hypometabolism is a consistent finding in brain PET with F-18 fluorodeoxyglucose (FDG) in patients with neurofibromatosis type 1 (NF1). However, the pathophysiology of this metabolic alteration is unknown. We hypothesized that it might be secondary to disturbance of peripheral input to the thalamus by NF1-characteristic peripheral nerve sheath tumors (PNSTs). To test this hypothesis, we investigated the relationship between thalamic FDG uptake and the number, volume, and localization of PNSTs., Methods: This retrospective study included 22 adult NF1 patients (41% women, 36.2 ± 13.0 years) referred to whole-body FDG-PET/contrast-enhanced CT for suspected malignant transformation of PNSTs and 22 sex- and age-matched controls. Brain FDG uptake was scaled voxelwise to the individual median uptake in cerebellar gray matter. Bilateral mean and left-right asymmetry of thalamic FDG uptake were determined using a left-right symmetric anatomical thalamus mask. PNSTs were manually segmented in contrast-enhanced CT., Results: Thalamic FDG uptake was reduced in NF1 patients by 2.0 standard deviations (p < .0005) compared to controls. Left-right asymmetry was increased by 1.3 standard deviations (p = .013). Thalamic hypometabolism was higher in NF1 patients with ≥3 PNSTs than in patients with ≤2 PNSTs (2.6 vs. 1.6 standard deviations, p = .032). The impact of the occurrence of paraspinal/paravertebral PNSTs and of the mean PNST volume on thalamic FDG uptake did not reach statistical significance (p = .098 and p = .189). Left-right asymmetry of thalamic FDG uptake was not associated with left-right asymmetry of PNST burden (p = .658)., Conclusions: This study provides first evidence of left-right asymmetry of thalamic hypometabolism in NF1 and that it might be mediated by NF1-associated peripheral tumors., (© 2023 The Authors. Journal of Neuroimaging published by Wiley Periodicals LLC on behalf of American Society of Neuroimaging.)
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- 2024
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28. Joy at work: how to build a happy and resilient next generation of radiologists.
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Molwitz I
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- Humans, Cross-Sectional Studies, Depression, Workload, Radiologists, Resilience, Psychological, Radiology
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- 2024
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29. Muscle quality, not quantity, is associated with outcome after colorectal cancer surgery.
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Kemper M, Melling N, Krause L, Kühn K, Graß JK, Izbicki JR, Gerdes L, Adam G, Yamamura J, and Molwitz I
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- Humans, Retrospective Studies, Muscle, Skeletal pathology, Postoperative Complications etiology, Sarcopenia complications, Colorectal Neoplasms pathology
- Abstract
Introduction: Emerging evidence suggests that deconditioned patients benefit most from prehabilitation before colorectal cancer surgery. So far, selecting patients with poor muscle status and high perioperative risk remains challenging. Therefore, this study evaluates the potential of the CT-derived Skeletal Muscle Index (SMI), representing muscle mass, and of the Muscle Radiation Attenuation (MRA), a measure of muscle quality, for risk stratification in colorectal cancer patients., Methods: In this retrospective, single-center observational study, 207 patients with resection of colorectal adenocarcinoma between January 2016 and December 2020 were included. The Charlson comorbidity index (CCI), postoperative complications, length of hospital stay, and survival were recorded. Data were analyzed using multivariable linear, logistic, and Cox proportional hazards regression models adjusted for age, sex, BMI, CCI, neoadjuvant therapy, tumor stage, and surgery type., Results: An increase of the MRA was associated with fewer postoperative complications (anastomotic leakage and pneumonia) and lesser severity according to the Clavien-Dindo classification, shorter hospital stays, and prolonged survival (Hazard ratio: 0.63 [95%CI: 0.49-0.81], p < 0.001). No relevant associations were found between the SMI and postoperative complications, length of hospital stay, or survival., Conclusion: The easy-to-raise MRA serves as a more reliable tool than the SMI for identifying high-risk patients with poor muscle status before colorectal surgery. Those patients may benefit most from prehabilitation, which has to be proven in future interventional trials., (© 2023 Published by Elsevier Ltd.)
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- 2023
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30. Sustainability and Climate Protection in Radiology - An Overview.
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Palm V, Heye T, Molwitz I, von Stackelberg O, Kauczor HU, and Schreyer AG
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- Humans, Radiography, Magnetic Resonance Imaging, Job Satisfaction, Radiology, Interventional, Curriculum
- Abstract
Background: Sustainability is becoming increasingly important in radiology. Besides climate protection - economic, ecological, and social aspects are integral elements of sustainability. An overview of the scientific background of the sustainability and environmental impact of radiology as well as possibilities for future concepts for more sustainable diagnostic and interventional radiology are presented below.The three elements of sustainability:1. EcologyWith an annually increasing number of tomographic images, Germany is in one of the leading positions worldwide in a per capita comparison. The energy consumption of an MRI system is comparable to 26 four-person households annually. CT and MRI together make a significant contribution to the overall energy consumption of a hospital. In particular, the energy consumption in the idle or inactive state is responsible for a relevant proportion.2. EconomyA critical assessment of the indications for radiological imaging is important not only because of radiation protection, but also in terms of sustainability and "value-based radiology". As part of the "Choosing Wisely" initiative, a total of 600 recommendations for avoiding unnecessary examinations were compiled from various medical societies, including specific indications in radiological diagnostics.3. Social SustainabilityThe alignment of radiology to the needs of patients and referring physicians is a core aspect of the social component of sustainability. Likewise, ensuring employee loyalty by supporting and maintaining motivation, well-being, and job satisfaction is an essential aspect of social sustainability. In addition, sustainable concepts are of relevance in teaching and research, such as the educational curriculum for residents in radiology, RADUCATION or the recommendations of the International Committee of Medical Journal Editors., Key Points: · Sustainability comprises three pillars: economy, ecology and the social component.. · Radiologies have a high optimization potential due to a significant demand of these resources.. · A dialogue between medicine, politics and industry is necessary for a sustainable radiology.. · The discourse, knowledge transfer and public communication of recommendations are part of the sustainability network of the German Roentgen Society (DRG).., Citation Format: · Palm V, Heye T, Molwitz I et al. Sustainability and Climate Protection in Radiology - An Overview. Fortschr Röntgenstr 2023; 195: 981 - 988., Competing Interests: Isabel Molwitz war als Vorsitzende des Forums Junge Radiologie an der Entwicklung des Weiterbildungscurriculums Radiologie sowie von RADUCATION aktiv beteiligt.Dr. med. Viktoria Palm war als Mitglied des Forums Junge Radiologie bei der inhaltlichen Ausgestaltung von RADUCATION aktiv beteiligt.Diese Arbeit wurde durch ein Vollzeit-Forschungsstipendium von Dr. med. Viktoria Palm durch die medizinische Fakultät der Ruprecht-Karls-Universität Heidelberg unterstützt., (Thieme. All rights reserved.)
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- 2023
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31. [Sustainability and climate protection : Implications on patient-centered care in radiology].
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Palm V, Molwitz I, Rischen R, Westphalen K, Kauczor HU, and Schreyer AG
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- Humans, Environment, Radiologists, Climate, Patient-Centered Care, Radiology
- Abstract
Background: Sustainability and patient-centered radiology (PCR) include a multivariant, complex network of synergic and opportunistic elements. PCR is a subfactor of the social element, climate protection is part of the ecological element, and sustainable economics are part of the financial element., Objectives: We aimed to identify PCR-symbiotic and PCR-opposed elements of sustainability using literature research. This article will provide an overview of the core sustainability elements and innovative concepts for supporting PCR., Materials and Methods: A digital literature search was carried out to identify scientific publications about sustainability and PCR via Medline. Results are provided as a narrative summary., Results: In particular, the social component and parts of the ecological element of sustainability support PCR. Climate protection and a natural environment show a positive correlation with health and patient satisfaction. Patient contact improves the quality of the diagnostic report and promotes satisfaction of patients and radiologists. However, increasing economization is often conditionally compatible with the social core element of sustainability and especially with PCR. Digital tools can ease communication and improve reports in times of increasing workload., Conclusion: Socially and environmentally sustainable radiology supports the well-being of both employees and patients. Innovative concepts are necessary to balance the ecological elements of sustainability with employees' and patients' interests., (© 2023. The Author(s), under exclusive licence to Springer Medizin Verlag GmbH, ein Teil von Springer Nature.)
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- 2023
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32. [Patient-centered vs. employee-centered radiology : Does this pose a conflict?]
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Baalmann M, Müller L, Afat S, Molwitz I, Palm V, and Rischen R
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- Humans, Delivery of Health Care, Health Facilities, Patient-Centered Care, Patients, Radiology
- Abstract
Background: Patient-centered radiology and employee-centered radiology are being increasingly discussed as an extension of the established structure- and process-oriented management perspective. Concerning potential conflicts, it is unclear if and how these approaches should best be implemented in a radiology department., Objective: The aim of this narrative review is to identify and critically correlate underlying characteristics of patient-centered and employee-centered approaches including their similarities, conflicts, and synergies as applicable to the radiological work environment., Materials and Methods: Based on a literature search using PubMed, Scopus, Web of Science, and Google Scholar, the current body of knowledge regarding patient- and employee-centered radiology is presented., Results: Patient- and employee-centered radiology focus on the individual needs of patients and employees, respectively, and promise to improve patient satisfaction, healthcare outcomes, and organizational performance. Conflicts result from an increased organizational complexity and the concurrent utilization of limited resources, such as time, money, and staff. Overall, however, synergies outweigh the potential conflicts., Conclusions: Successful implementation of patient- and employee-centered approaches in radiology requires a human-centered leadership approach and an overarching strategy with the execution of specific interventions in the processes. We provide specific recommendations to this effect., (© 2023. The Author(s), under exclusive licence to Springer Medizin Verlag GmbH, ein Teil von Springer Nature.)
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- 2023
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33. Work expectations, their fulfillment, and exhaustion among radiologists of all career levels: what can be learned from the example of Germany.
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Molwitz I, Kemper C, Stahlmann K, Oechtering TH, Sieren MM, Afat S, Gerwing M, Bucher AM, Storz C, Langenbach MC, Reim M, Lotz J, Zagrosek-Regitz V, Can E, Köhler D, Yamamura J, Adam G, Hamm B, and Keller S
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- Humans, Motivation, Radiologists psychology, Surveys and Questionnaires, Physicians psychology, Burnout, Professional epidemiology, Burnout, Professional psychology, Internship and Residency
- Abstract
Objectives: To evaluate work expectations of radiologists at different career levels, their fulfillment, prevalence of exhaustion, and exhaustion-associated factors., Methods: A standardized digital questionnaire was distributed internationally to radiologists of all career levels in the hospital and in ambulatory care via radiological societies and sent manually to 4500 radiologists of the largest German hospitals between December 2020 and April 2021. Statistics were based on age- and gender-adjusted regression analyses of respondents working in Germany (510 out of 594 total respondents)., Results: The most frequent expectations were "joy at work" (97%) and a "good working atmosphere" (97%), which were considered fulfilled by at least 78%. The expectation of a "structured residency within the regular time interval" (79%) was more frequently judged fulfilled by senior physicians (83%, odds ratio (OR) 4.31 [95% confidence interval (95% CI) 1.95-9.52]), chief physicians (85%, 6.81 [95% CI 1.91-24.29]), and radiologists outside the hospital (88%, 7.59 [95% CI 2.40-24.03]) than by residents (68%). Exhaustion was most common among residents (physical exhaustion: 38%; emotional exhaustion: 36%), in-hospital specialists (29%; 38%), and senior physicians (30%; 29%). In contrast to paid extra hours, unpaid extra hours were associated with physical exhaustion (5-10 extra hours: OR 2.54 [95% CI 1.54-4.19]). Fewer opportunities to shape the work environment were related to a higher probability of physical (2.03 [95% CI 1.32-3.13]) and emotional (2.15 [95% CI 1.39-3.33]) exhaustion., Conclusions: While most radiologists enjoy their work, residents wish for more training structure. Ensuring payment of extra hours and employee empowerment may help preventing burnout in high-risk groups., Key Points: • Most important work expectations of radiologists who work in Germany are "joy at work," a "good working atmosphere," "support for further qualification," and a "structured residency within the regular time interval," with the latter containing potential for improvement according to residents. • Physical and emotional exhaustion are common at all career levels except for chief physicians and for radiologists who work outside the hospital in ambulatory care. • Exhaustion as a major burnout criterion is associated with unpaid extra hours and reduced opportunities to shape the work environment., (© 2023. The Author(s).)
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- 2023
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34. Muscle quality determined by computed tomography predicts short-term and long-term survival after liver transplantation.
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Molwitz I, Recklies F, Stark M, Horvatits T, Salamon J, Huber S, Fischer L, Adam G, Lohse AW, Sterneck M, and Horvatits K
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- Humans, Male, Retrospective Studies, Muscle, Skeletal diagnostic imaging, Muscle, Skeletal pathology, Tomography, X-Ray Computed, Liver Transplantation adverse effects, Sarcopenia etiology, Muscular Diseases pathology
- Abstract
Sarcopenia, the loss of muscle mass and quality, contributes to worse clinical outcome in patients with end-stage liver disease, but its impact on short- and long-term survival remains insufficiently understood. The aim of this study was to evaluate the development of computed tomography (CT) muscle parameters and their impact on short-term and long-term survival after liver transplantation. This retrospective study included patients with liver transplantation between 2011 and 2015 and a pre-transplant CT scan. Clinical characteristics, CT muscle mass and density were assessed pre-transplant, and in available CT scans at short-term (11 months) and long-term follow-up (56 months). Overall, 93/152 (61%) patients (109 male, 55 ± 10 years) suffered from sarcopenia pre-transplant. In short- (n = 50) and long-term follow-up (n = 52) the muscle mass (- 2.65 cm
2 /m2 95% CI [- 4.52, - 0.77], p = 0.007; - 2.96 cm2 /m2 [- 4.7, - 1.23], p = 0.001, respectively), and muscle density (- 3 HU [- 6, - 1], p = 0.007; - 2 HU [- 4, 0], p = 0.069) decreased. Myosteatosis was associated with a higher post-transplant mortality (survival probability: 3 months 72% vs. 95%, 1 year 63% vs. 90%, 5 years 54% vs. 84%, p = 0.001), while muscle mass was not. In conclusion, muscle mass and quality did not improve after transplant. Muscle quality predicts short- and long-term survival and could help to identify a patient's risk profile., (© 2023. The Author(s).)- Published
- 2023
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35. [Routine computed tomography body composition analysis-experience in intensive care patients].
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de Heer G, Erley J, Kemper M, Ogica A, Weber T, and Molwitz I
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- Humans, Cross-Sectional Studies, Intensive Care Units, Tomography, Body Composition, Critical Care
- Abstract
The assessment of the nutritional status of patients in the intensive care unit is recommended in current guidelines and should include the assessment of muscle status. A suitable method is the analysis of routine computed tomography (CT) scans, which are frequently performed in critically ill patients. With the help of special software, individual CT slices are processed and various parameters such as muscle area, muscle density or even the percentage of adipose tissue are displayed and quantified. It has been shown that cross-sectional acquisition of skeletal muscle in the lumbar spine correlates very well with total body muscle. There are defined, albeit population-based, cut-off values that can be used to establish diagnosis of sarcopenia. Monitoring of individualized nutritional therapy can be accomplished by assessment of repetitive CT examinations. The steadily growing body of data confirms that the method can make a valuable contribution to the assessment of body composition in intensive care medicine. Most of the currently available software requires time-consuming processing of the CT. Automated programs, which are now occasionally available and eliminate the need for most manual processing, may make the method even more attractive in the future. Ultimately, the risk of intensive transport to the CT or radiation exposure may be only justified for medical indications. Nevertheless, whenever CT is available for medical reasons, it should also be exploited for composition analysis., (© 2023. The Author(s), under exclusive licence to Springer Medizin Verlag GmbH, ein Teil von Springer Nature.)
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- 2023
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36. Gender differences and cooperation in medical authorships - an analysis of the recent ten years in five key medical disciplines.
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Yamamura J, Molwitz I, Ozga AK, Nguyen TA, Wedekind I, Wolf-Baldauf L, Kamo M, Zhao J, Can E, and Keller S
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- Male, Humans, Female, United States, Child, Sex Factors, Retrospective Studies, Publications, Authorship, Bibliometrics
- Abstract
Background: Career prospects in academic medicine are strongly linked to scientific authorship and this marker has been widely used as an indicator of gender equity in academia. However, direct comparisons of medical disciplines regarding their proportion of female physicians (FP) in different countries are missing. This study examines the gender parity and gender cooperation using first authorships (FA) and senior authorships (SA) of scientific publications in five medical disciplines and six different OECD countries over a 10-year time-trend., Methods: Articles from three high-impact journals in each of the medical discipline radiology, urology, surgery, gynecology, and pediatrics from the years 2007/8 and 2017/18 were retrospectively reviewed. The gender and affiliation location of the FA and SA of original research articles and reviews were assigned and compared with the proportion of in each discipline for the United States of America, Canada, United Kingdom, France, Germany, and Japan. Mantel-Haenszel test and multinomial logistic regression models were used to calculate differences in proportions of women authors and FP and to assess trends and proportions of FA and SA., Results: 30,803 articles were evaluated. Equally, with rising proportions of FP in all disciplines, the number of women authors increased across years. The shares of women FAs were either significantly higher (urology/surgery/gynecology) or balanced (pediatrics/radiology) compared to the proportion of FP. In contrast, the shares of women SA were balanced only in disciplines with a low proportion of FP (urology and surgery) and otherwise reduced. Women same-gender cooperation was as common as men same-gender cooperation and preferred over a women-led mixed gender cooperation in disciplines where this seemed to be practicable due to the high proportions of FP., Conclusion: In contrast to FA, a significant disparity persists in SA, particularly in disciplines with a high proportion of FP. The discrepancy between FA and SA may reflect, among others, dropout from an academic career in early or mid-academic levels, for example, due to structural inequality; together with the findings on gender preference in authorship collaborations, this may inform future strategies for promoting equal career advancement for women physicians., (© 2023. The Author(s).)
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- 2023
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37. [Digital Tools for facilitation of structured curriculum-based training in radiology].
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Molwitz I and Eisenblätter M
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- Radiography, Curriculum, Radiology education
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- 2023
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38. Work and Training Conditions of German Residents and Young Radiologists in Interventional Radiology - A Nationwide Survey.
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Sieren M, Katoh M, Mahnken AH, Reimer P, Westphalen K, Hoffmann RT, Paprottka P, Rohde S, Wacker FK, Minko P, Molwitz I, Oechtering TH, Afat S, Bucher AM, Gerwing M, Storz C, Ziegler HR, Barkhausen J, and Frisch A
- Subjects
- Male, Female, Humans, Germany, Surveys and Questionnaires, Curriculum, Radiology, Interventional education, Radiologists
- Abstract
With the increasing need for minimally invasive procedures based on lower complication rates, higher patient acceptance, and technical developments, there is a growing focus on the sound interventional training of young radiologists. This survey aimed to analyze the current situation in interventional radiology (IR) training in Germany to detect shortcomings and identify areas for improvement.From November 1-30, 2020, an online questionnaire was distributed to representative radiological associations and societies with the request to forward it to radiology residents and radiologists < 40 years. The 44 questions covered six distinct areas from personal working conditions to the characterization of the IR department, training conditions, role of women in IR, and attendance at congresses/external training.A total of 330 participants completed the questionnaire. 77 % of participants expressed a high interest in IR, and 47 % could even imagine subspecializing in interventional radiology. Most institutions provided the necessary learning conditions and infrastructure. The rate of overall satisfaction with IR training conditions was 45 % (vs. a dissatisfaction rate of 39 %). However, females showed a lower satisfaction rate with their training environment than male participants (28 % vs. 51 %; P = 0.06). Positive correlations with work satisfaction were found for the presence and duration of the IR rotation, the number of partly independently/mentored performed interventions, and structured feedback. Moreover, the need for a structured training curriculum was expressed by 67 % of participants.Radiological residents and young radiologists expressed a high interest in interventional radiology, and they rate the infrastructure of German hospitals regarding IR as sufficient. However, they expressed the need for consistent IR rotations and better-structured resident and postgraduate education (curricula & interviews).Interest in interventional radiology among radiological residents and young radiologists in Germany is high, but satisfaction with interventional radiology training leaves room for improvement. The most frequently mentioned aspects that can improve IR training were · organized rotations of at least 6 months. · structured curriculums with face-to-face feedback. · structured guidance by senior interventionists during procedures. CITATION FORMAT: · Sieren M, Katoh M, Mahnken AH et al. Work and Training Conditions of German Residents and Young Radiologists in Interventional Radiology - A Nationwide Survey. Fortschr Röntgenstr 2022; 194: 1346 - 1357., Competing Interests: The authors declare that they have no conflict of interest., (Thieme. All rights reserved.)
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- 2022
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39. Foreign Healthcare Professionals in Germany: A Questionnaire Survey Evaluating Discrimination Experiences and Equal Treatment at Two Large University Hospitals.
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Can E, Konrad CM, Khan-Gökkaya S, Molwitz I, Nawabi J, Yamamura J, Hamm B, and Keller S
- Abstract
Objective: To identify facilitators and barriers and derive concrete measures towards better workplace integration of migrants working in the German healthcare sector., Design: Two-centre cross-sectional quantitative online survey of experiences of discrimination among healthcare professionals with a migration history in two large German university hospitals., Participants: 251 participants fully completed the questionnaires., Main Outcome Measures: Experiences of discrimination and perception of inequality., Results: Fifty-five percent of migrant health workers had had at least some command of German before arriving in Germany. Members of all professional groups surveyed expressed experiences of discrimination related to language, nationality, race/ethnicity, and sex/gender. The proportions of staff with experiences of discrimination by peers differed significantly among occupational roles, with nurses and technologists having the most experiences of discrimination. The perception of inequality was reported more frequently than experiences of discrimination and had a negative impact on workplace satisfaction. Specifically, the compulsion to compete was a frequent feeling stated by participants., Conclusion: The mechanisms of discrimination and structural inequality revealed by our survey could inform specific measures, for example at the management level, to increase workplace satisfaction and attract migrant health workers in the long term.
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- 2022
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40. Impact of dosimetric factors on long-term percutaneous enteral gastrostomy (PEG) tube dependence in head and neck cancer patients after (chemo)radiotherapy-results from a prospective randomized trial.
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Löser A, Grohmann M, Finger A, Greinert F, Krause L, Molwitz I, Krüll A, and Petersen C
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- Humans, Prospective Studies, Retrospective Studies, Enteral Nutrition adverse effects, Enteral Nutrition methods, Gastrostomy adverse effects, Gastrostomy methods, Head and Neck Neoplasms therapy
- Abstract
Purpose/objective: To analyze dose-volume histogram (DVH)-derived data on the exposure of organs at risk with impact on long-term percutaneous enteral gastrostomy (PEG) tube dependence in head and neck cancer patients at 6 and 12 months after definitive or adjuvant (chemo)radiotherapy., Materials and Methods: Sixty-one patients were prospectively treated with (chemo)radiotherapy. Prophylactic or reactive gastrostomy tube placement was performed in 41 (67.2%) patients. Dose-volume histogram parameters were obtained for the swallowing apparatus., Results: Median follow-up time was 25 (2-34) months. Overall survival was shorter in patients with inlying PEG tubes at 6 and 12 months (log rank p = 0.038 and p = 0.017) after therapy completion. The estimated median time of tube dependency was 6 (95% confidence interval: 2-14) months. After 6 months, 46.5% of patients were tube dependent. After 12 months, this estimated proportion fell to 31.5%. For both time points, the volume to the larynx (in %) receiving at least 50 Gy (larynx V50Gy) exceeding 53% was predictive for long-term tube feeding (6 months: p = 0.041 and 12 months: p = 0.042) being an independent predictor during multivariable analysis. There was no clinical feature influencing tube dependence after 12 months., Conclusion: Long-term gastrostomy dependence was found to be strongly associated with an exposure of laryngeal structures (specifically, V50Gy ≥ 53%) during radiotherapy. Consequently, the avoidance of supraglottic as well as glottic structures is warranted., (© 2022. The Author(s).)
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- 2022
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41. Evaluation of magnetic resonance imaging-based radiomics characteristics for differentiation of benign and malignant peripheral nerve sheath tumors in neurofibromatosis type 1.
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Ristow I, Madesta F, Well L, Shenas F, Wright F, Molwitz I, Farschtschi S, Bannas P, Adam G, Mautner VF, Werner R, and Salamon J
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- Adult, Female, Humans, Male, Young Adult, Magnetic Resonance Imaging methods, Nerve Sheath Neoplasms diagnostic imaging, Nerve Sheath Neoplasms pathology, Neurofibromatosis 1 diagnostic imaging, Neurofibromatosis 1 pathology, Neurofibrosarcoma
- Abstract
Background: Patients with neurofibromatosis type 1 (NF1) develop benign (BPNST), premalignant atypical (ANF), and malignant (MPNST) peripheral nerve sheath tumors. Radiological differentiation of these entities is challenging. Therefore, we aimed to evaluate the value of a magnetic resonance imaging (MRI)-based radiomics machine-learning (ML) classifier for differentiation of these three entities of internal peripheral nerve sheath tumors in NF1 patients., Methods: MRI was performed at 3T in 36 NF1 patients (20 male; age: 31 ± 11 years). Segmentation of 117 BPNSTs, 17 MPNSTs, and 8 ANFs was manually performed using T2w spectral attenuated inversion recovery sequences. One hundred seven features per lesion were extracted using PyRadiomics and applied for BPNST versus MPNST differentiation. A 5-feature radiomics signature was defined based on the most important features and tested for signature-based BPNST versus MPNST classification (random forest [RF] classification, leave-one-patient-out evaluation). In a second step, signature feature expressions for BPNSTs, ANFs, and MPNSTs were evaluated for radiomics-based classification for these three entities., Results: The mean area under the receiver operator characteristic curve (AUC) for the radiomics-based BPNST versus MPNST differentiation was 0.94, corresponding to correct classification of on average 16/17 MPNSTs and 114/117 BPNSTs (sensitivity: 94%, specificity: 97%). Exploratory analysis with the eight ANFs revealed intermediate radiomic feature characteristics in-between BPNST and MPNST tumor feature expression., Conclusion: In this proof-of-principle study, ML using MRI-based radiomics characteristics allows sensitive and specific differentiation of BPNSTs and MPNSTs in NF1 patients. Feature expression of premalignant atypical tumors was distributed in-between benign and malignant tumor feature expressions, which illustrates biological plausibility of the considered radiomics characteristics., (© The Author(s) 2022. Published by Oxford University Press on behalf of the Society for Neuro-Oncology.)
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- 2022
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42. Importance of computed tomography muscle quality and continuous versus cut-off-based sarcopenia detection in major hepatic surgery.
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Molwitz I, Kemper M, Krause L, Adam G, Izbicki JR, Burdelski C, de Heer G, Gerdes L, Yamamura J, and Li J
- Abstract
Background: The role of the computed tomography (CT)-derived skeletal muscle index (SMI) as a parameter of muscle quantity on the outcome after major liver resection remains contradictory and that of the muscle radiodensity attenuation (MRA) as a parameter of muscle quality has not been sufficiently evaluated. This observational study aimed to investigate the influence of metric SMI and MRA values and cut-off-based CT sarcopenia detection on liver-surgery specific complications measured by the new FABIB (liver failure, ascites, biliary leakage, infection, bleeding) score and survival after hemihepatectomy., Methods: A total of 183 patients with major hepatectomy were retrospectively included. The SMI and MRA were determined from the abdominal muscle area of preoperative CT scans. Patients were classified as sarcopenic by the SMI and MRA cut-off values of Prado et al. , Martin et al. , and van der Werf et al. Postoperative complications were documented according to the Clavien-Dindo classification and FABIB score. The relation of the continuous, non-categoric SMI and MRA values and of the cut-off-based sarcopenia detection to the postoperative complications and survival was analyzed by multivariable linear, logistic, and Cox proportional hazards regression., Results: A higher MRA was associated with less severe postoperative complications in the Clavien-Dindo [-0.59 (95% CI: -0.95 to -0.23), P=0.002] and the FABIB score [-0.65 (95% CI: -1.19 to -0.12), P=0.017]. An increase of the SMI did not result in less severe complications in the Clavien-Dindo [0.14 (95% CI: -0.27 to 0.55), P=0.503] or FABIB score [0.17 (95% CI: -0.42 to 0.76), P=0.572]. For patients classified as sarcopenic by the cut-off-based systems no relevant relation to postoperative complications was found. Overall survival was better for a higher MRA [hazard ratio (HR): 0.75 (95% CI: 0.58-0.97), P=0.029], as long-term survival was for a higher SMI [HR: 0.68 (95% CI: 0.47-0.96), P=0.031]. Only below van der Werf's MRA cut-off the probability of overall and long-term survival was reduced [HR: 2.32 (95% CI: 1.18-4.54), P=0.015; 2.68 (95% CI: 1.25-5.74), P=0.011]., Conclusions: The MRA has a stronger influence on complications in the Clavien-Dindo classification and the liver-surgery specific FABIB score than the SMI. Continuous, non-categoric MRA and SMI values are superior to cut-off-based systems in predicting the outcome after major hepatic surgery., Competing Interests: Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://atm.amegroups.com/article/view/10.21037/atm-21-5948/coif). MK was supported with a partial exemption from his clinical duties by the Clinician Scientist Program of the University Medical Center Hamburg-Eppendorf. The other authors have no conflicts of interest to declare., (2022 Annals of Translational Medicine. All rights reserved.)
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- 2022
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43. Vision, Development, and Structure of the First German Specialist Training Curriculum for Radiology.
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Molwitz I, Frisch A, Adam G, Afat S, Ammon J, Antoch G, Baeßler B, Balks F, Barkhausen J, Bayerl N, Brendlin A, Bucher AM, Dammann E, Ellmann S, Faron A, Gerwing M, Kaiser D, Nikolaou K, Özden C, Platz Batista da Silva N, Paulus C, Sieren M, Storz C, Vollbrecht T, Wegner F, Ziegler HR, and Oechtering TH
- Subjects
- Curriculum, Specialization, Internship and Residency, Radiology education
- Abstract
Competing Interests: The authors declare that they have no conflict of interest.
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- 2022
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44. Patient Centered Radiology - An Introduction in Form of a Narrative Review.
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Schreyer AG, Schneider K, Dendl LM, Jaehn P, Molwitz I, Westphalen K, and Holmberg C
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- Humans, Patient-Centered Care, Radiography, Radiologists, Surveys and Questionnaires, Radiology
- Abstract
Background: Patient centered radiology represents a crucial aspect for modern sustainable radiology. The definition of patient-centered consists of a focus on patients' individual values and wishes with a respectful integration in medical decisions. In this narrative review we try to give a practical introduction into this complex topic with the extension to a person-centered radiology, which additionally encompasses values and wishes of radiological and other medical colleagues., Methods: Medline search between 2010 and 2021 using "patient-centered radiology" with additional subjective selection of articles for this narrative review., Results: Regarding patients' experiences the main literature focus were patients' fears of examinations (movement restrictions, uncertainty). Most patients would prefer a direct communication with the radiologist after the examination. Regarding interdisciplinary communication the radiological expertise and quality is highly appreciated; however, there was a general wish for more structured- or itemized reporting. Concerning working conditions radiologists were satisfied despite high psychosocial working pressure., Conclusion: Most of the literature on this topic consists of surveys evaluating the current state. Studies on interventions such as improved information before examinations or patient-readable reports are still scarce. There is a dilemma between an increasing radiological workload and the simultaneous wish for more patient-centered approaches such as direct radiologist-patient communications in the daily routine. Still on our way to a more value-based radiology we have to focus on patient communications and a patient-centered medicine., Key Points: · Patient centered radiology has a focus on the integration of patients' individual values and wishes in their decisions.. · Radiologists are clinicians, who an additional diagnostic and therapeutic surplus for patients and referring physicians.. · The recent literature on this topic consists basically on the evaluation of the current status.. · Most patients prefer a direct communication with the radiologist.. · To gain a "value based" radiology we to focus on an optimized communication with patients and referring physicians.., Citation Format: · Schreyer AG, Schneider K, Dendl LM et al. Patient Centered Radiology - An Introduction in Form of a Narrative Review. Fortschr Röntgenstr 2022; 194: 873 - 881., Competing Interests: The authors declare that they have no conflict of interest., (Thieme. All rights reserved.)
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- 2022
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45. Fat Quantification in Dual-Layer Detector Spectral Computed Tomography: Experimental Development and First In-Patient Validation.
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Molwitz I, Campbell GM, Yamamura J, Knopp T, Toedter K, Fischer R, Wang ZJ, Busch A, Ozga AK, Zhang S, Lindner T, Sevecke F, Grosser M, Adam G, and Szwargulski P
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- Adult, Aged, Humans, Male, Middle Aged, Phantoms, Imaging, Prospective Studies, Retrospective Studies, Iodine, Tomography, X-Ray Computed methods
- Abstract
Objectives: Fat quantification by dual-energy computed tomography (DECT) provides contrast-independent objective results, for example, on hepatic steatosis or muscle quality as parameters of prognostic relevance. To date, fat quantification has only been developed and used for source-based DECT techniques as fast kVp-switching CT or dual-source CT, which require a prospective selection of the dual-energy imaging mode.It was the purpose of this study to develop a material decomposition algorithm for fat quantification in phantoms and validate it in vivo for patient liver and skeletal muscle using a dual-layer detector-based spectral CT (dlsCT), which automatically generates spectral information with every scan., Materials and Methods: For this feasibility study, phantoms were created with 0%, 5%, 10%, 25%, and 40% fat and 0, 4.9, and 7.0 mg/mL iodine, respectively. Phantom scans were performed with the IQon spectral CT (Philips, the Netherlands) at 120 kV and 140 kV and 3 T magnetic resonance (MR) (Philips, the Netherlands) chemical-shift relaxometry (MRR) and MR spectroscopy (MRS). Based on maps of the photoelectric effect and Compton scattering, 3-material decomposition was done for fat, iodine, and phantom material in the image space.After written consent, 10 patients (mean age, 55 ± 18 years; 6 men) in need of a CT staging were prospectively included. All patients received contrast-enhanced abdominal dlsCT scans at 120 kV and MR imaging scans for MRR. As reference tissue for the liver and the skeletal muscle, retrospectively available non-contrast-enhanced spectral CT data sets were used. Agreement between dlsCT and MR was evaluated for the phantoms, 3 hepatic and 2 muscular regions of interest per patient by intraclass correlation coefficients (ICCs) and Bland-Altman analyses., Results: The ICC was excellent in the phantoms for both 120 kV and 140 kV (dlsCT vs MRR 0.98 [95% confidence interval (CI), 0.94-0.99]; dlsCT vs MRS 0.96 [95% CI, 0.87-0.99]) and in the skeletal muscle (0.96 [95% CI, 0.89-0.98]). For log-transformed liver fat values, the ICC was moderate (0.75 [95% CI, 0.48-0.88]). Bland-Altman analysis yielded a mean difference of -0.7% (95% CI, -4.5 to 3.1) for the liver and of 0.5% (95% CI, -4.3 to 5.3) for the skeletal muscle. Interobserver and intraobserver agreement were excellent (>0.9)., Conclusions: Fat quantification was developed for dlsCT and agreement with MR techniques demonstrated for patient liver and muscle. Hepatic steatosis and myosteatosis can be detected in dlsCT scans from clinical routine, which retrospectively provide spectral information independent of the imaging mode., Competing Interests: Conflicts of interest and sources of funding: I.M. and P.S. received funding for interdisciplinary projects from the Hamburg Research Center for Medical Technology (04fmthh2020). The coauthors G.M.C. and S.Z. are employees at Clinical Science of Philips. All other authors are independent and do not have any conflict of interest to declare. All data were generated, handled, and analyzed by the independent authors. No industry support was received for this project., (Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2022
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46. CoRad-19 - Modular Digital Teaching during the SARS-CoV-2 Pandemic.
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Brendlin AS, Molwitz I, Oechtering TH, Barkhausen J, Frydrychowicz A, Sulkowski T, Balks MF, Buchholz M, Lohwasser S, Völker M, Goldschmidt O, Johenning A, Schlender S, Paulus C, Antoch G, Dettmer S, Baeßler B, Maintz D, Pinto Dos Santos D, Vogl TJ, Hattingen E, Stoevesandt D, Reinartz S, Storz C, Müller-Peltzer K, Bamberg F, Rengier F, Weis M, Frisch A, Hansen NL, Kolb M, Maurer M, Nikolaou K, Afat S, and Othman AE
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- Curriculum, Humans, Pandemics, SARS-CoV-2, Teaching, COVID-19, Students, Medical
- Abstract
Purpose: During the SARS-CoV-2 pandemic, higher education worldwide had to switch to digital formats. The purpose of this study was to evaluate CoRad-19, a digital teaching tool created by the German Radiological Society for medical students during the COVID-19 pandemic., Materials and Methods: A total of 13 German-speaking universities implemented CoRad-19 in their curriculum and partially or completely replaced their classes with the online courses. Previous experience and contact with radiology and the participants' opinions regarding the medium of e-learning were surveyed using a custom questionnaire. The subjective level of knowledge regarding the individual modules was also surveyed before and after participation to measure learning effects. The data of 994 medical students from the participating sites were analyzed and compared intraindividually using the Friedman test., Results: From 4/1/2020-10/1/2020, 451 complete data sets from a total of 994 surveys were included. E-learning was rated "very useful" both before and after course participation (4 [IQR 3-4], p = 0.527, r = 0.16). E-learning as a method was also rated as a "very good" medium both before and after participation (4 [IQR 3-4], p = 0.414, r = 0.17). After participation, participants rated radiology as particularly suitable for digital teaching (before: 3 [IQR 3-4] vs. after 4 [IQR 3-4], p = 0.005, r = 0.6). Significant learning gains were measurable in all course modules (p ≤ 0.009). Post-hoc analysis showed interest in radiology to increase significantly after course participation (p = 0.02)., Conclusion: In the representative survey, significant learning effects were observed in all course modules. In addition, it should be particularly emphasized that the students' interest in radiology was increased by course participation. Thus, the German Radiological Society provided significant support to German-speaking medical faculties with respect to maintaining excellent education using CoRad-19., Key Point: · Co-Rad-19 course participation results in measurable subjective learning effects and increases student interest in radiology.., Citation Format: · Brendlin AS, Molwitz I, Oechtering TH et al. CoRad-19 - Modular Digital Teaching during the SARS-CoV-2 Pandemic. Fortschr Röntgenstr 2022; 194: 644 - 651., Competing Interests: The authors declare that they have no conflict of interest., (Thieme. All rights reserved.)
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- 2022
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47. Myocardial injury detected by T1 and T2 mapping on CMR predicts subsequent cancer therapy-related cardiac dysfunction in patients with breast cancer treated by epirubicin-based chemotherapy or left-sided RT.
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Tahir E, Azar M, Shihada S, Seiffert K, Goy Y, Beitzen-Heineke A, Molwitz I, Muellerleile K, Stehning C, Schön G, Adam G, Petersen C, Müller V, and Lund GK
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- Cardiotoxicity diagnostic imaging, Cardiotoxicity etiology, Epirubicin adverse effects, Female, Humans, Magnetic Resonance Imaging, Magnetic Resonance Imaging, Cine, Predictive Value of Tests, Stroke Volume, Ventricular Function, Left, Breast Neoplasms drug therapy, Breast Neoplasms radiotherapy, Heart Diseases, Ventricular Dysfunction, Left chemically induced, Ventricular Dysfunction, Left diagnostic imaging
- Abstract
Objectives: Cancer therapy-related cardiac dysfunction (CTRCD) is a relevant clinical problem and needs early prediction. This study aimed to analyze myocardial injury using serial laboratory and cardiac magnetic resonance imaging (CMR) parameters after epirubicin-based chemotherapy compared with left-sided radiotherapy and to study their value for early prediction of CTRCD., Methods: Sixty-six consecutive women (53 ± 13 years) including n = 39 with epirubicin-based chemotherapy and n = 27 with left-sided radiotherapy were prospectively studied by 3 T CMR including left ventricular (LV) mass and volumes for ejection fraction (LVEF), as well as feature-tracking with global longitudinal strain (GLS) and T1/T2 mapping. CMR was performed at baseline, at therapy completion (follow-up 1, FU1), and after 13 ± 2 months (FU2). CTRCD was defined as LVEF decline of at least 10% to < 55% or a > 15% GLS change at FU2., Results: T1 and T2 increased at FU1 after epirubicin-based chemotherapy, but not after left-sided radiotherapy. CTRCD occurred in 20% of patients after epirubicin-based chemotherapy and in 4% after left-sided radiotherapy. T1 at FU1 was the best single parameter to predict CTRCD with an area under the curve (AUC) of 0.712 (CI 0.587-0.816, p = 0.005) with excellent sensitivity (100%, 66-100%), but low specificity (44%, 31-58%). Combined use of increased T1 and LVEF ≤ 60% at FU1 improved AUC to 0.810 (0.695-0.896) resulting in good sensitivity (78%, 44-95%) and specificity (84%, 72-92%)., Conclusion: Only epirubicin-based chemotherapy, but not left-sided radiotherapy, resulted in increased T1/T2 myocardial relaxation times as a marker of myocardial injury. Combined use of CMR parameters may allow an early prediction of subsequent CTCRD., Key Points: • Myocardial T1 and T2 relaxation times increased at FU1 after epirubicin-based chemotherapy, but not after left-sided radiotherapy. • Cancer therapy-related cardiac dysfunction (CTRCD) occurred in 20% of patients after epirubicin-based chemotherapy and in 4% after left-sided radiotherapy. • Combined use of increased T1 and reduced LVEF had an AUC of 0.810 (0.695-0.896) to predict CTRCD with good sensitivity (78%, 44-95%) and specificity (84%, 72-92%)., (© 2021. The Author(s).)
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- 2022
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48. Magnetic resonance angiography derived predictors of progressive dilatation and surgery of the aortic root in Marfan syndrome.
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Weinrich JM, Lenz A, Schön G, Behzadi C, Molwitz I, Henes FO, Schoennagel BP, Adam G, von Kodolitsch Y, and Bannas P
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- Humans, Adult, Adolescent, Male, Female, Middle Aged, Child, Young Adult, Retrospective Studies, Aged, Dilatation, Pathologic diagnostic imaging, Aorta, Thoracic diagnostic imaging, Aorta, Thoracic surgery, Aorta, Thoracic pathology, Disease Progression, Aorta diagnostic imaging, Aorta surgery, Aorta pathology, Marfan Syndrome diagnostic imaging, Marfan Syndrome surgery, Marfan Syndrome pathology, Magnetic Resonance Angiography methods
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Background: To identify magnetic resonance (MR) angiography derived predictors of progressive dilatation and surgery of the aortic root in Marfan syndrome., Material and Methods: We retrospectively included 111 patients (32.7±16.5 years, range: 7-75 years) with a total of 446 MR angiographies. Aortic diameter growth rates of the entire thoracic aorta and Z-scores were estimated from annual diameter measurements. Aortic root shape was subdivided into three different types: (T0) normal; (T1) localized dilatation; (T2) generalized aortic root dilatation. Aortic diameter, Z-score, age, and aortic root shape at baseline were tested as predictors of aortic root dilatation using a multivariate logistic regression model., Results: The highest aortic growth rate was observed at the level of the sinuses of Valsalva. Higher aortic root diameters and Z-scores at baseline predicted an increased growth of the aortic root (p = 0.003 and p<0.001). Young age (<30 years) was a predictor for the increase of Z-scores when compared to patients ≥30 years (p = 0.019). 25/111 patients (22.5%) had a T0 aortic root shape, 59/111 patients (53.2%) had a T1 aortic root shape, and 27/111 patients (24.3%) had a T2 aortic root shape. Aortic root shape did not predict further aortic growth (p>0.05). However, significantly more patients undergoing surgery had a generalized aortic dilatation (19/28, 76.9%) than a localized aortic root dilatation (9/28, 32.1%) (p = 0.001)., Conclusion: Larger baseline aortic root diameter and Z-score as well as young age predict solely progressive aortic root dilatation in Marfan patients. MR angiography derived type of aortic root shape does not predict aortic growth, but patients with generalized aortic root dilatation are referred more frequently for aortic surgery., Competing Interests: The authors have declared that no competing interests exist.
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- 2022
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49. Gender trends in authorships and publication impact in Academic Radiology-a 10-year perspective.
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Molwitz I, Yamamura J, Ozga AK, Wedekind I, Nguyen TA, Wolf L, Kamo M, Zhao J, Can E, and Keller S
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- Bibliometrics, Female, Humans, Male, Authorship, Radiology
- Abstract
Objectives: To analyze the development of publication numbers of female authors in high-, medium-, and low-impact radiological journals., Methods: In this bibliometric analysis, gender of the first (FA) and senior author (SA) was assigned to all original research articles and reviews, published in 10 high-, medium-, and low-impact radiological journals in 2007/8 and 2017/18. The adjusted event rate (AER) and adjusted odds ratio (AOR) were calculated using mixed logistic and multinomial logistic regression models to assess and compare female publications according to impact factor, journal, author position, and combination., Results: The proportion of female FA and female SA in N = 6979 (2007/2008) and N = 7383 (2017/2018) articles increased to 29.1% and 16.1% in 2017/2018, respectively. While most female authorships were continuously observed in medium-impact journals, the strongest increase occurred for both female FA (AOR 2.0; p < .0001) and SA (AOR 2.1; p < .0001) in low-impact journals. Female SA published significantly more often in a low- (AOR 1.5) or medium- (AOR 1.8) than in a high-ranking journal. Among the high-ranking journals, female FA published most frequently in European Radiology (32.4%; 95% CI [29.3-35.8]; p < .0001), female SA in Investigative Radiology (15.9%; 95% CI [13.7-18.4]; p < .0001). Male same-sex authorships decreased (AOR 0.9), but remained at least twice as common as all-female or mixed authorships., Conclusion: The increase in female authorship is reflected in all impact areas. Female FA and SA increased most in low-ranking journals but are most common in medium-ranking journals. Female SA remain rare, especially in high impact journals., Key Points: • Compared to the proportion of female radiologists worldwide, female senior authors are underrepresented in all impact areas, in particular in high-impact journals. • Among the included high-ranking radiological journals, female first authors and senior authors were strongest represented in European Radiology and Investigative Radiology, while across all impact areas they mostly published in medium-ranking journals. • Female author combinations were more frequent in low- and medium- than in high-ranking journals, whereas male author combinations remained more common than female senior author collaborations in all impact areas., (© 2021. The Author(s).)
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- 2021
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50. Time series analysis of the in-hospital diagnostic process in suspected pulmonary embolism evaluated by computed tomography: An explorative study.
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Koehler D, Ozga AK, Molwitz I, Görich HM, Keller S, Mayer-Runge U, Adam G, and Yamamura J
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- Angiography, Computed Tomography Angiography, Hospitals, Humans, Retrospective Studies, Tomography, X-Ray Computed, Pulmonary Embolism diagnostic imaging
- Abstract
Purpose: This retrospective study aims to analyze the distribution of demand and the duration of the diagnostic workup of suspected pulmonary embolism (PE) using computed tomography pulmonary angiography (CTPA)., Methods: Time data from physical examination to report creation were identified for each CTPA in 2013 and 2018 at a tertiary hospital. Multivariable multinomial logistic and linear regression models were used to evaluate differences between 3 time intervals (I1: 6am-2pm, I2: 2pm-10pm, I3: 10pm-6am). A cosinor model was applied to analyze the amount of CTPA per hour., Results: The relative demand for CTPA from the emergency room was lower in l1 compared to l2 and l3 (I1/I2: odds ratio (OR) 0.84, 95 % confidence interval (CI) 0.78-0.91; I1/I3: OR 0.80, 95 % CI 0.72-0.89; peak 4:23 pm). Requests for in-patients displayed a tendency towards I1 (I1/2: OR 1.15, 95 % CI 1.06-1.24; l1/l3: OR 1.19, 95 % CI 1.07-1.33; peak 1:54 pm). The time from CTPA request to study was shorter in I3 compared to I1 and I2 in 2013 (I1/I3: ratio 5.23, 95 % CI 3.38-8.10; I2/I3: ratio 3.50, 95 % CI 2.24-5.45) and 2018 (I1/I3: ratio 2.27, 95 % CI 1.60-3.22; I2/I3: ratio 2.11, 95 % CI 1.50-2.97). This applied similarly to fatal cases (I1/I3: ratio 2.91, 95 % CI 1.78-4.75; I2/I3: ratio 2.45, 95 % CI1.52-3.95)., Conclusions: The temporal distribution of demand for CTPA depends on the sector of patient care and the processing time differs substantially during the day. Time series analysis can reveal such coherences and may help to optimize workflows in radiology departments., (Copyright © 2021 Elsevier B.V. All rights reserved.)
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- 2021
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