85 results on '"Kutaiba N"'
Search Results
2. Deep Learning for Computed Tomography Assessment of Hepatic Fibrosis and Cirrhosis: A Systematic Review
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Kutaiba, N, Dahan, A, Goodwin, M, Testro, A, Egan, G, Lim, R, Kutaiba, N, Dahan, A, Goodwin, M, Testro, A, Egan, G, and Lim, R
- Published
- 2023
3. Abdominal Aortic Calcification Predicts Coronary Artery Calcium Score in Liver Transplant Patients
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Cailes, B., Kutaiba, N., Farouque, O., Majumdar, A., Al-Fiadh, A., Lancefield, T., Lim, R., Yeoh, J., Horrigan, M., Yudi, M., Gow, P., Testro, A., Sinclair, M., and Koshy, A.
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- 2024
- Full Text
- View/download PDF
4. Abdominal Aortic Calcification Predicts Major Adverse Cardiovascular Outcomes After Liver Transplantation
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Cailes, B., Kutaiba, N., Farouque, O., Majumdar, A., Al-Fiadh, A., Gow, P., Testro, A., Sinclair, M., Lim, R., Abdelganne, L., McNamara, S., Garrard, N., Lancefield, T., Horrigan, M., Yeoh, J., Yudi, M., and Koshy, A.
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- 2024
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5. Stereotactic radiotherapy and the potential role of magnetic resonance-guided adaptive techniques for pancreatic cancer
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Ermongkonchai, T, Khor, R, Muralidharan, V, Tebbutt, N, Lim, K, Kutaiba, N, Ng, SP, Ermongkonchai, T, Khor, R, Muralidharan, V, Tebbutt, N, Lim, K, Kutaiba, N, and Ng, SP
- Abstract
BACKGROUND: Pancreatic cancer is a malignancy with one of the poorest prognoses amongst all cancers. Patients with unresectable tumours either receive palliative care or undergo various chemoradiotherapy regimens. Conventional techniques are often associated with acute gastrointestinal toxicities, as adjacent critical structures such as the duodenum ultimately limits delivered doses. Stereotactic body radiotherapy (SBRT) is an advanced radiation technique that delivers highly ablative radiation split into several fractions, with a steep dose fall-off outside target volumes. AIM: To discuss the latest data on SBRT and whether there is a role for magnetic resonance-guided techniques in multimodal management of locally advanced, unresectable pancreatic cancer. METHODS: We conducted a search on multiple large databases to collate the latest records on radiotherapy techniques used to treat pancreatic cancer. Out of 1229 total records retrieved from our search, 36 studies were included in this review. RESULTS: Studies indicate that SBRT is associated with improved clinical efficacy and toxicity profiles compared to conventional radiotherapy techniques. Further dose escalation to the tumour with SBRT is limited by the poor soft-tissue visualisation of computed tomography imaging during radiation planning and treatment delivery. Magnetic resonance-guided techniques have been introduced to improve imaging quality, enabling treatment plan adaptation and re-optimisation before delivering each fraction. CONCLUSION: Therefore, SBRT may lead to improved survival outcomes and safer toxicity profiles compared to conventional techniques, and the addition of magnetic resonance-guided techniques potentially allows dose escalation and conversion of unresectable tumours to operable cases.
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- 2022
6. Testosterone therapy reduces hepatic steatosis in men with type 2 diabetes and low serum testosterone concentrations
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Apostolov, R, Gianatti, E, Wong, D, Kutaiba, N, Gow, P, Grossmann, M, Sinclair, M, Apostolov, R, Gianatti, E, Wong, D, Kutaiba, N, Gow, P, Grossmann, M, and Sinclair, M
- Abstract
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent in people with diabetes with no available treatment. AIM: To explore the effect of testosterone treatment on liver. Testosterone therapy improves insulin resistance and reduces total body fat, but its impact on the liver remains poorly studied. METHODS: This secondary analysis of a 40 wk, randomised, double-blinded, placebo-controlled trial of intramuscular testosterone undecanoate in men with type 2 diabetes and lowered serum testosterone concentrations evaluated the change in hepatic steatosis as measured by liver fat fraction on magnetic resonance imaging (MRI). RESULTS: Of 88 patients enrolled in the index study, 39 had liver MRIs of whom 20 received testosterone therapy and 19 received placebo. All patients had > 5% hepatic steatosis at baseline and 38 of 39 patients met diagnostic criteria for NAFLD. Median liver fat at baseline was 15.0% (IQR 11.5%-21.1%) in the testosterone and 18.4% (15.0%-28.9%) in the placebo group. Median ALT was 34units/L (26-38) in the testosterone and 32units/L (25-52) in the placebo group. At week 40, patients receiving testosterone had a median reduction in absolute liver fat of 3.5% (IQR 2.9%-6.4%) compared with an increase of 1.2% in the placebo arm (between-group difference 4.7% P < 0.001). After controlling for baseline liver fat, testosterone therapy was associated with a relative reduction in liver fat of 38.3% (95% confidence interval 25.4%-49.0%, P < 0.001). CONCLUSION: Testosterone therapy was associated with a reduction in hepatic steatosis in men with diabetes and low serum testosterone. Future randomised studies of testosterone therapy in men with NAFLD focusing on liver-related endpoints are therefore justified.
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- 2022
7. Moving computed tomography-based quantification of muscle mass to the mainstream: Validation of a web-based platform to calculate skeletal muscle index in cirrhosis
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Hey, P, Chew, M, Wong, D, Gow, P, Testro, A, Kutaiba, N, Sinclair, M, Hey, P, Chew, M, Wong, D, Gow, P, Testro, A, Kutaiba, N, and Sinclair, M
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- 2022
8. PO-1207 Stereotactic radiotherapy and MR-guided adaptive techniques for locally advanced pancreatic cancer
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Ermongkonchai, T., primary, Khor, R., additional, Muralidharan, V., additional, Tebbutt, N., additional, Lim, K., additional, Kutaiba, N., additional, and Ng, S.P., additional
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- 2021
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9. Development of a machine learning-based real time location system (RTLS) to streamline acute stroke endovascular intervention: A proof-of-concept study.
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Lim D., Yeo M., Dahan A., Tahayori B., Kok H., Abbasi-Rad M., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., Chandra R., Brooks M., Barras C., Asadi H., Lim D., Yeo M., Dahan A., Tahayori B., Kok H., Abbasi-Rad M., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., Chandra R., Brooks M., Barras C., and Asadi H.
- Abstract
Purpose: Delivery of endovascular clot retrieval (ECR) in acute stroke requires complex coordination of the patient and many stroke team members across different locations in the hospital. Not knowing each individual's location throughout the progress of a stroke call can cause miscommunication and inefficiencies in the delivery of ECR. 1 Machine learning (ML) can be used to develop a real time location system (RTLS) that determines a person's location by analysing their interaction with surrounding ubiquitous communications technology signals such as WiFi. 2, 3 This is called WiFi fingerprinting. We propose a WiFi fingerprinting model of RTLS to streamline delivery of ECR. Methods and Materials: In this proof-of-concept study, we collected WiFi signals from different hospital zones relevant to the ECR workflow, including the emergency department, CT scanner, angiography suite, intensive care units and stroke ward. We trained several ML algorithms including K nearest neighbors, decision tree, random forest, support vector machine and 2-ensemble models with labelled WiFi data. The same ML algorithms were then used to predict one investigator's location with unlabeled WiFi data. The accuracies of the different ML algorithms, in percentage of correct hospital zones prediction, were measured. Result(s): ML-based WiFi fingerprinting could accurately predict the investigator's location in different hospital zones relevant to the ECR workflow with up to 98% accuracy using random forest and support vector machine models. Conclusion(s): WiFi fingerprinting, a machine learning-based location tracking technology, has the potential to streamline delivery of acute stroke endovascular intervention by efficiently tracking patient and staff movement during a stroke call.
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- 2021
10. Development of a machine learning-based real-time location system to streamline acute endovascular intervention in acute stroke: a proof-of-concept study.
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Lim D.Z., Yeo M., Dahan A., Tahayori B., Kok H.K., Abbasi-Rad M., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., Chandra R.V., Brooks M., Barras C., Asadi H., Lim D.Z., Yeo M., Dahan A., Tahayori B., Kok H.K., Abbasi-Rad M., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., Chandra R.V., Brooks M., Barras C., and Asadi H.
- Abstract
BACKGROUND: Delivery of acute stroke endovascular intervention can be challenging because it requires complex coordination of patient and staff across many different locations. In this proof-of-concept paper we (a) examine whether WiFi fingerprinting is a feasible machine learning (ML)-based real-time location system (RTLS) technology that can provide accurate real-time location information within a hospital setting, and (b) hypothesize its potential application in streamlining acute stroke endovascular intervention. METHOD(S): We conducted our study in a comprehensive stroke care unit in Melbourne, Australia that offers a 24-hour mechanical thrombectomy service. ML algorithms including K-nearest neighbors, decision tree, random forest, support vector machine and ensemble models were trained and tested on a public WiFi dataset and the study hospital WiFi dataset. The hospital dataset was collected using the WiFi explorer software (version 3.0.2) on a MacBook Pro (AirPort Extreme, Broadcom BCM43xx1.0). Data analysis was implemented in the Python programming environment using the scikit-learn package. The primary statistical measure for algorithm performance was the accuracy of location prediction. RESULT(S): ML-based WiFi fingerprinting can accurately predict the different hospital zones relevant in the acute endovascular intervention workflow such as emergency department, CT room and angiography suite. The most accurate algorithms were random forest and support vector machine, both of which were 98% accurate. The algorithms remain robust when new data points, which were distinct from the training dataset, were tested. CONCLUSION(S): ML-based RTLS technology using WiFi fingerprinting has the potential to streamline delivery of acute stroke endovascular intervention by efficiently tracking patient and staff movement during stroke calls.Copyright © Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.
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- 2021
11. The smart angiography suite.
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Lim D.Z., Mitreski G., Maingard J., Kutaiba N., Hosking N., Jhamb A., Ranatunga D., Kok H.K., Chandra R.V., Brooks M., Barras C., Asadi H., Lim D.Z., Mitreski G., Maingard J., Kutaiba N., Hosking N., Jhamb A., Ranatunga D., Kok H.K., Chandra R.V., Brooks M., Barras C., and Asadi H.
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- 2021
12. Artificial intelligence in clinical decision support and outcome prediction - applications in stroke.
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Yeo M., Kok H.K., Kutaiba N., Maingard J., Thijs V., Tahayori B., Russell J., Jhamb A., Chandra R.V., Brooks M., Barras C.D., Asadi H., Yeo M., Kok H.K., Kutaiba N., Maingard J., Thijs V., Tahayori B., Russell J., Jhamb A., Chandra R.V., Brooks M., Barras C.D., and Asadi H.
- Abstract
Artificial intelligence (AI) is making a profound impact in healthcare, with the number of AI applications in medicine increasing substantially over the past five years. In acute stroke, it is playing an increasingly important role in clinical decision-making. Contemporary advances have increased the amount of information - both clinical and radiological - which clinicians must consider when managing patients. In the time-critical setting of acute stroke, AI offers the tools to rapidly evaluate and consolidate available information, extracting specific predictions from rich, noisy data. It has been applied to the automatic detection of stroke lesions on imaging and can guide treatment decisions through the prediction of tissue outcomes and long-term functional outcomes. This review examines the current state of AI applications in stroke, exploring their potential to reform stroke care through clinical decision support, as well as the challenges and limitations which must be addressed to facilitate their acceptance and adoption for clinical use.Copyright © 2021 The Royal Australian and New Zealand College of Radiologists
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- 2021
13. Review of deep learning algorithms for the automatic detection of intracranial hemorrhages on computed tomography head imaging.
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Brooks M., Asadi H., Barras C.D., Yeo M., Tahayori B., Kok H.K., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., Chandra R.V., Brooks M., Asadi H., Barras C.D., Yeo M., Tahayori B., Kok H.K., Maingard J., Kutaiba N., Russell J., Thijs V., Jhamb A., and Chandra R.V.
- Abstract
Artificial intelligence is a rapidly evolving field, with modern technological advances and the growth of electronic health data opening new possibilities in diagnostic radiology. In recent years, the performance of deep learning (DL) algorithms on various medical image tasks have continually improved. DL algorithms have been proposed as a tool to detect various forms of intracranial hemorrhage on non-contrast computed tomography (NCCT) of the head. In subtle, acute cases, the capacity for DL algorithm image interpretation support might improve the diagnostic yield of CT for detection of this time-critical condition, potentially expediting treatment where appropriate and improving patient outcomes. However, there are multiple challenges to DL algorithm implementation, such as the relative scarcity of labeled datasets, the difficulties in developing algorithms capable of volumetric medical image analysis, and the complex practicalities of deployment into clinical practice. This review examines the literature and the approaches taken in the development of DL algorithms for the detection of intracranial hemorrhage on NCCT head studies. Considerations in crafting such algorithms will be discussed, as well as challenges which must be overcome to ensure effective, dependable implementations as automated tools in a clinical setting.Copyright ©
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- 2021
14. The smart angiography suite
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Lim, DZ, Mitreski, G, Maingard, J, Kutaiba, N, Hosking, N, Jhamb, A, Ranatunga, D, Kok, HK, Chandra, RV, Brooks, M, Barras, C, Asadi, Hamed, Lim, DZ, Mitreski, G, Maingard, J, Kutaiba, N, Hosking, N, Jhamb, A, Ranatunga, D, Kok, HK, Chandra, RV, Brooks, M, Barras, C, and Asadi, Hamed
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- 2021
15. Hepatocellular carcinoma surveillance and quantile regression for determinants of underutilisation in at-risk Australian patients
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Low, ESL, Apostolov, R, Wong, D, Lin, S, Kutaiba, N, Grace, JA, Sinclair, M, Low, ESL, Apostolov, R, Wong, D, Lin, S, Kutaiba, N, Grace, JA, and Sinclair, M
- Abstract
BACKGROUND: While clinical guidelines recommend hepatocellular carcinoma (HCC) surveillance for at-risk individuals, reported surveillance rates in the United States and Europe remain disappointingly low. AIM: To quantify HCC surveillance in an Australian cohort, and assess for factors associated with surveillance underutilisation. METHODS: All patients undergoing HCC surveillance liver ultrasounds between January 1, 2018 to June 30, 2018 at a tertiary hospital in Melbourne, Australia, were followed until July 31, 2020, or when surveillance was no longer required. The primary outcome was the percentage of time up-to-date with HCC surveillance (PTUDS). Quantile regression was performed to determine the impact of factors associated with HCC surveillance underutilisation. RESULTS: Among 775 at-risk patients followed up for a median of 27.5 months, the median PTUDS was 84.2% (IQR: 66.3%-96.3%). 85.0% of patients were followed up by specialist gastroenterologists. Amongst those receiving specialist care, quantile regression demonstrated differential associations at various quantile levels of PTUDS for several factors. Older age at the 25th quantile (estimate 0.002 per percent, P = 0.03), and cirrhotic status at the 75th quantile (estimate 0.021, P = 0.017), were significantly associated with greater percentage of time up-to-date. African ethnicity (estimate -0.089, P = 0.048) and a culturally and linguistically diverse (CALD) background (estimate -0.063, P = 0.01) were significantly associated with lower PTUDS at the 50th quantile, and again for CALD at the 75th quantile (estimate -0.026, P = 0.045). CONCLUSION: While median PTUDS in this Australian cohort study was 84.2%, awareness of the impact of specific factors across PTUDS quantiles can aid targeted interventions towards improved HCC surveillance.
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- 2021
16. Artificial intelligence in clinical decision support and outcome prediction - applications in stroke
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Yeo, M, Kok, HK, Kutaiba, N, Maingard, J, Thijs, V, Tahayori, B, Russell, J, Jhamb, A, Chandra, RV, Brooks, M, Barras, CD, Asadi, H, Yeo, M, Kok, HK, Kutaiba, N, Maingard, J, Thijs, V, Tahayori, B, Russell, J, Jhamb, A, Chandra, RV, Brooks, M, Barras, CD, and Asadi, H
- Abstract
Artificial intelligence (AI) is making a profound impact in healthcare, with the number of AI applications in medicine increasing substantially over the past five years. In acute stroke, it is playing an increasingly important role in clinical decision-making. Contemporary advances have increased the amount of information - both clinical and radiological - which clinicians must consider when managing patients. In the time-critical setting of acute stroke, AI offers the tools to rapidly evaluate and consolidate available information, extracting specific predictions from rich, noisy data. It has been applied to the automatic detection of stroke lesions on imaging and can guide treatment decisions through the prediction of tissue outcomes and long-term functional outcomes. This review examines the current state of AI applications in stroke, exploring their potential to reform stroke care through clinical decision support, as well as the challenges and limitations which must be addressed to facilitate their acceptance and adoption for clinical use.
- Published
- 2021
17. Clinical outcomes of patients with two small hepatocellular carcinomas
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Anh, DP, Vaz, K, Ardalan, ZS, Sinclair, M, Apostolov, R, Gardner, S, Majeed, A, Mishra, G, Kam, NM, Patwala, K, Kutaiba, N, Arachchi, N, Bell, S, Dev, AT, Lubel, JS, Nicoll, AJ, Sood, S, Kemp, W, Roberts, SK, Fink, M, Testro, AG, Angus, PW, Gow, PJ, Anh, DP, Vaz, K, Ardalan, ZS, Sinclair, M, Apostolov, R, Gardner, S, Majeed, A, Mishra, G, Kam, NM, Patwala, K, Kutaiba, N, Arachchi, N, Bell, S, Dev, AT, Lubel, JS, Nicoll, AJ, Sood, S, Kemp, W, Roberts, SK, Fink, M, Testro, AG, Angus, PW, and Gow, PJ
- Abstract
BACKGROUND: Management of single small hepatocellular carcinoma (HCC) is straightforward with curative outcomes achieved by locoregional therapy or resection. Liver transplantation is often considered for multiple small or single large HCC. Management of two small HCC whether presenting synchronously or sequentially is less clear. AIM: To define the outcomes of patients presenting with two small HCC. METHODS: Retrospective review of HCC databases from multiple institutions of patients with either two synchronous or sequential HCC ≤ 3 cm between January 2000 and March 2018. Primary outcomes were overall survival (OS) and transplant-free survival (TFS). RESULTS: 104 patients were identified (male n = 89). Median age was 63 years (interquartile range 58-67.75) and the most common aetiology of liver disease was hepatitis C (40.4%). 59 (56.7%) had synchronous HCC and 45 (43.3%) had sequential. 36 patients died (34.6%) and 25 were transplanted (24.0%). 1, 3 and 5-year OS was 93.0%, 66.1% and 62.3% and 5-year post-transplant survival was 95.8%. 1, 3 and 5-year TFS was 82.1%, 45.85% and 37.8%. When synchronous and sequential groups were compared, OS (1,3 and 5 year synchronous 91.3%, 63.8%, 61.1%, sequential 95.3%, 69.5%, 64.6%, P = 0.41) was similar but TFS was higher in the sequential group (1,3 and 5 year synchronous 68.5%, 37.3% and 29.7%, sequential 93.2%, 56.6%, 48.5%, P = 0.02) though this difference did not remain during multivariate analysis. CONCLUSION: TFS in patients presenting with two HCC ≤ 3 cm is poor regardless of the timing of the second tumor. All patients presenting with two small HCC should be considered for transplantation.
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- 2021
18. P399 Higher anti-tumour necrosis factor-alpha drug levels are associated with improved radiological outcomes in patients with perianal fistulising Crohn’s disease: A retrospective multi-centre study
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De Gregorio, M, primary, Lee, T, additional, Krishnaprasad, K, additional, Amos, G, additional, An, Y K, additional, Bastian-Jordan, M, additional, Begun, J, additional, Borok, N, additional, Brown, D J M, additional, Cheung, W, additional, Connor, S, additional, Gerstenmaier, J, additional, Gilbert, L E, additional, Gilmore, R, additional, Gu, B, additional, Kutaiba, N, additional, Lee, A, additional, Mahy, G, additional, Srinivasan, A, additional, Thin, L, additional, Thompson, A, additional, Welman, C J, additional, Yong, E X, additional, De Cruz, P, additional, van Langenberg, D, additional, Sparrow co-lead senior author, M, additional, and Ding, N S, additional
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- 2021
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19. Fatty liver as a radiological incidental finding in the emergency department: An opportunity to lessen a growing burden on the health care system
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Kutaiba, N, Ardalan, Z, Rotella, J-A, Kutaiba, N, Ardalan, Z, and Rotella, J-A
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- 2020
20. Prognostic value of cardiac ventricular diameters ratio in acute pulmonary embolism: 074 - Scientific Exhibit
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Kutaiba, N, Revfem, I, and Noaman, S
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- 2012
21. Patterns of urinary Escherichia coli resistance in regional Victoria: a cause for concern?: 103
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DE SOUSA, A., KUTAIBA, N., BLECHER, G., LOW, D., RICHARDSON, K., and JOHNS-PUTRA, L.
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- 2012
22. Incidental hepatic steatosis on unenhanced computed tomography performed for suspected renal colic: Gaps in reporting and documentation
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Kutaiba, N, Richmond, D, Morey, M, Brennan, D, Rotella, J-A, Ardalan, Z, Goodwin, M, Kutaiba, N, Richmond, D, Morey, M, Brennan, D, Rotella, J-A, Ardalan, Z, and Goodwin, M
- Abstract
INTRODUCTION: Hepatic steatosis is a common incidental finding on computed tomography (CT) in patients presenting to the emergency department (ED). The aims of our study were to assess the prevalence of hepatic steatosis in ED patients with suspected renal colic and to assess documentation in radiology reports and medical charts correlated with alanine transaminase (ALT) levels. METHODS: Over 18 months from January 2016 to June 2017, all unenhanced CTs performed for suspected renal colic were reviewed. Quantitative assessment measuring hepatic and splenic attenuation in Hounsfield Units was performed. Hepatic steatosis was defined using multiple CT criteria including liver/spleen (L/S) ratio. Radiology reports, medical charts and ALT levels, if collected within 24 h of CT, were reviewed. RESULTS: A total of 1290 patients were included with a median age 52.5 years (range 16-98) and male predominance (835 [64.7%]). A total of 336 (26%) patients had hepatic steatosis measured by L/S ratio of ≤ 1.0. Ninety-four patients (28%) had radiology reports noting steatosis. Documentation in medical charts was noted in 18 of the 94 patients (19.1%) for whom steatosis was reported. Liver enzymes were available for 704 (54.6%) patients. There was a significantly higher mean ALT level in patients with hepatic steatosis (42.2 U/L; 95% CI 38.4-46.0) compared to patients without (28.8 U/L; 95% CI 25.7-31.9) (P < 0.0001). CONCLUSION: Our findings highlight multiple gaps in the reporting and evaluation of hepatic steatosis among radiologists and emergency clinicians alike. Recognising and reporting this incidental finding may impact health outcomes.
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- 2019
23. Incidental hepatic steatosis in radiology reports: a survey of emergency department clinicians' perspectives and current practice
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Kutaiba, N, Rotella, J-A, Ardalan, Z, Testro, A, Kutaiba, N, Rotella, J-A, Ardalan, Z, and Testro, A
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INTRODUCTION: Hepatic steatosis is a relatively common incidental finding on computed tomography (CT) studies performed for patients in the emergency department (ED). The aim of our survey was to explore the preferences and perspectives of emergency physicians regarding reporting of incidental findings with a focus on hepatic steatosis. METHODS: A prospective web-based questionnaire was conducted and distributed electronically to emergency clinicians with anonymous collection of responses. RESULTS: A total of 236 responses were received. The true response rate could not be determined due to different methods of electronic distribution. However, there was an estimated representation of 8.3% for ED physicians and 2.5% for trainees. The median time spent on the survey was less than 3 minutes. Seventy-seven per cent answered yes to giving an incidental finding more significance if mentioned in the conclusion section. More than half of respondents (60.2%) reported that they would like hepatic steatosis to be mentioned in a CT report while 30% reported that it was irrelevant in the emergency setting and 10% reported that they did not want it mentioned in the report. The majority (83.1%) reported that they would include this finding in the discharge summary for GP follow-up and less than half (44.1%) would mention it to patients. CONCLUSION: Our survey highlights the importance of clear communication between radiologists and ED physicians when incidental findings are encountered. Radiologists play an important role in alerting ED physicians and clinicians who have access to patients' radiology reports to the presence of incidental findings including hepatic steatosis.
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- 2019
24. Value of Bone Scans in Work-up of Patients With Hepatocellular Carcinoma for Liver Transplant
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Kutaiba, N, Ardalan, Z, Patwala, K, Lau, E, Goodwin, M, Gow, P, Kutaiba, N, Ardalan, Z, Patwala, K, Lau, E, Goodwin, M, and Gow, P
- Abstract
BACKGROUND: The purpose of this study was to review the value of bone scans (BS) in the assessment of bone metastases from early-stage hepatocellular carcinoma (HCC) in patients assessed or waiting for liver transplant (LTx). METHODS: We reviewed BS studies performed at our center for patients with early-stage HCC either being assessed for LTx, or on the waiting list for LTx, from January 2010 to May 2017. The BS findings were classified as positive, equivocal, or negative. Correlation with final outcome based on clinical and radiological follow-up was performed. RESULTS: There were 360 BS performed in 186 patients during the study period with a mean age of 58.7 years (range, 34.9-70.4 years) and most were male patients (161/186 [86.6%]). None of the BSs resulted in delisting of patients from the LTx waiting list. Three BSs were reported as positive for metastases. All 3 were proven to be false positives on follow-up. Fourteen studies reported equivocal findings, none of which were confirmed to be metastases on follow-up. There was 1 false-negative BS: a bone metastasis was detected incidentally on magnetic resonance imaging and proven on biopsy. CONCLUSIONS: We have demonstrated that the diagnostic yield of BS in early HCC patients who are candidates for LTx is minimal, challenging the current inclusion of BS in guidelines for staging these HCC patients.
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- 2018
25. Putting a new spin: MRI monitoring of hepatic artery and portal vein flow for response to bevacizumab in hereditary hemorrhagic telangiectasia
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Kutaiba, N, Gow, PJ, French, J, Lim, RP, Kutaiba, N, Gow, PJ, French, J, and Lim, RP
- Abstract
Our case report demonstrates the use of phase contrast magnetic resonance imaging (MRI) in monitoring the functional status of liver vasculature in a patient with hereditary hemorrhagic telangiectasia (HHT) who was treated with bevacizumab. Our report provides additional information that can be further utilized in clinical settings and research.
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- 2015
26. Acute Pulmonary Embolism (PE)—Is Echocardiography Underutilised in Regional Australia
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Tyagi, V., primary, Kutaiba, N., additional, and Yates, M., additional
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- 2011
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27. Computed Tomography-Derived Extracellular Volume Fraction and Splenic Size for Liver Fibrosis Staging.
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Kutaiba N, Tran A, Ashraf S, Con D, Lokan J, Goodwin M, Testro A, Egan G, and Lim R
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- Humans, Female, Middle Aged, Male, Retrospective Studies, Organ Size, Liver diagnostic imaging, Liver pathology, Severity of Illness Index, Adult, Aged, Liver Cirrhosis diagnostic imaging, Liver Cirrhosis pathology, Spleen diagnostic imaging, Spleen pathology, Tomography, X-Ray Computed methods
- Abstract
Objective: Extracellular volume fraction (fECV) and liver and spleen size have been correlated with liver fibrosis stages and cirrhosis. The purpose of the current study was to determine the predictive value of fECV alone and in conjunction with measurement of liver and spleen size for severity of liver fibrosis., Methods: This was a retrospective study of 95 subjects (65 with liver biopsy and 30 controls). Spearman rank correlation coefficient was used to assess correlation between radiological markers and fibrosis stage. Receiver operating characteristic analysis was performed to assess the discriminative ability of radiological markers for significant (F2+) and advanced (F3+) fibrosis and cirrhosis (F4), by reporting the area under the curve (AUC)., Results: The cohort had a mean age of 51.4 ± 14.4 years, and 52 were female (55%). There were 36, 5, 6, 9, and 39 in fibrosis stages F0, F1, F2, F3, and F4, respectively. Spleen volume alone showed the highest correlation ( r = 0.552, P < 0.001) and AUCs of 0.823, 0.807, and 0.785 for identification of significant and advanced fibrosis and cirrhosis, respectively. Adding fECV to spleen length improved AUCs (0.764, 0.745, and 0.717 to 0.812, 0.781, and 0.738, respectively) compared with splenic length alone. However, adding fECV to spleen volume did not improve the AUCs for significant or advanced fibrosis or cirrhosis., Conclusions: Spleen size (measured in length or volume) showed better correlation with liver fibrosis stages compared with fECV. The combination of fECV and spleen length had higher accuracy compared with fECV alone or spleen length alone., Competing Interests: The authors declare no conflict of interest., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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28. Opportunistic screening for osteoporosis using routine clinical care computed tomography brain studies.
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Lim DZ, Macbain M, Kok M, Wiggins G, Abbouchie H, Lee ST, Lau E, Lim RP, Chiang C, and Kutaiba N
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- Humans, Male, Female, Aged, Retrospective Studies, Middle Aged, Aged, 80 and over, Brain diagnostic imaging, Osteoporosis diagnostic imaging, Tomography, X-Ray Computed methods, Absorptiometry, Photon, Bone Density, Sensitivity and Specificity, Mass Screening methods
- Abstract
Objective: Osteoporosis and falls are both prevalent in the elderly, and CT brain (CTB) is frequently performed post head-strike. We aim to validate the relationship between frontal bone density (Hounsfield unit) from routine CTB and bone mineral density from dual-energy X-ray absorptiometry (DEXA) scan for opportunistic osteoporosis screening., Materials and Methods: Patients who had a non-contrast CTB followed by a DEXA scan in the subsequent year were included in this multi-center retrospective study. The relationship between frontal bone density on CT and femoral neck T-score on DEXA was examined using ANOVA, Pearson's correlation, and receiver operating curve (ROC) analysis. Sensitivity, specificity, negative and positive predictive values, and area under the curve (AUC) were calculated., Results: Three hundred twenty-six patients (205 females and 121 males) were analyzed. ANOVA analysis showed that frontal bone density was lower in patients with DEXA-defined osteoporosis (p < 0.001), while Pearson's correlation analysis demonstrated a fair correlation with femoral neck T-score (r = 0.3, p < 0.001). On subgroup analysis, these were true in females but not in males. On ROC analysis, frontal bone density weakly predicted osteoporosis (AUC 0.6, 95% CI 0.5-0.7) with no optimal threshold identified. HU < 610 was highly specific (87.5%) but poorly sensitive (18.9%). HU > 1200 in females had a strong negative predictive value for osteoporosis (92.6%, 95% CI 87.1-98.1%)., Conclusion: Frontal bone density from routine CTB is significantly different between females with and without osteoporosis, but not between males. However, frontal bone density was a weak predictor for DEXA-defined osteoporosis. Further research is required to determine the role of CTB in opportunistic osteoporosis screening., Competing Interests: Declarations Conflict of interest The authors declare no competing interests., (© 2024. The Author(s), under exclusive licence to International Skeletal Society (ISS).)
- Published
- 2025
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29. Statin, aspirin and metformin use and risk of hepatocellular carcinoma related outcomes following liver transplantation: A retrospective study.
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Chung W, Wong K, Ravindranayagam N, Tang L, Grace J, Wong D, Con D, Sinclair M, Majumdar A, Kutaiba N, Hui S, Gow P, Muralidharan V, Dobrovic A, and Testro A
- Abstract
Background: Liver transplantation (LT) is a potentially curative therapy for patients with hepatocellular carcinoma (HCC). HCC-recurrence following LT is associated with reduced survival. There is increasing interest in chemoprophylaxis to improve HCC-related outcomes post-LT., Aim: To investigate whether there is any benefit for the use of drugs with proposed chemoprophylactic properties against HCC, and patient outcomes following LT., Methods: This was a retrospective study of adult patients who received Deceased Donor LT for HCC from 2005-2022, from a single Australian centre. Drug use was defined as statin, aspirin or metformin therapy for ≥ 29 days, within 24 months post-LT. A cox proportional-hazards model with time-dependent covariates was used for survival analysis. Outcome measures were the composite-endpoint of HCC-recurrence and all-cause mortality, HCC-recurrence and HCC-related mortality. Sensitivity analysis was performed to account for immortality time bias and statin dosing., Results: Three hundred and five patients were included in this study, with 253 (82.95%) males with a median age of 58.90 years. Aetiologies of liver disease were 150 (49.18%) hepatitis C, 73 (23.93%) hepatitis B (HBV) and 33 (10.82%) non-alcoholic fatty liver disease (NAFLD). 56 (18.36%) took statins, 51 (16.72%) aspirin and 50 (16.39%) metformin. During a median follow-up time of 59.90 months, 34 (11.15%) developed HCC-recurrence, 48 (15.74%) died, 17 (5.57%) from HCC-related mortality. Statin, aspirin or metformin use was not associated with statistically significant differences in the composite endpoint of HCC-recurrence or all-cause mortality [hazard ratio (HR): 1.16, 95%CI: 0.58-2.30; HR: 1.21, 95%CI: 0.28-5.27; HR: 0.61, 95%CI: 0.27-1.36], HCC-recurrence (HR: 0.52, 95%CI: 0.20-1.35; HR: 0.51, 95%CI: 0.14-1.93; HR 1.00, 95%CI: 0.37-2.72), or HCC-related mortality (HR: 0.32, 95%CI: 0.033-3.09; HR: 0.71, 95%CI: 0.14-3.73; HR: 1.57, 95%CI: 0.61-4.04) respectively. Statin dosing was not associated with statistically significant differences in HCC-related outcomes., Conclusion: Statin, metformin or aspirin use was not associated with improved HCC-related outcomes post-LT, in a largely historical cohort of Australian patients with a low proportion of NAFLD. Further prospective, multicentre studies are required to clarify any potential benefit of these drugs to improve HCC-related outcomes., Competing Interests: Conflict-of-interest statement: Dobrovic A has received honoraria as a speaker from Bio-Rad. Chung W, Wong K, Ravindranayagam N, Tang L, Grace J, Wong D, Con D, Sinclair M, Majumdar A, Kutaiba N, Hui S, Gow P, Muralidharan V and Testro A do not have any conflicts of interests to declare., (©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.)
- Published
- 2024
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30. Accuracy of wrist fracture detection on radiographs by artificial intelligence compared to human clinicians. A systematic review and meta-analysis.
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Suen K, Zhang R, and Kutaiba N
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- Humans, Radiography methods, Reproducibility of Results, Scaphoid Bone diagnostic imaging, Scaphoid Bone injuries, Sensitivity and Specificity, Artificial Intelligence, Radius Fractures diagnostic imaging, Wrist Fractures diagnostic imaging
- Abstract
Purpose: The aim of the study is to perform a systematic review and meta-analysis comparing the diagnostic performance of artificial intelligence (AI) and human readers in the detection of wrist fractures., Method: This study conducted a systematic review following PRISMA guidelines. Medline and Embase databases were searched for relevant articles published up to August 14, 2023. All included studies reported the diagnostic performance of AI to detect wrist fractures, with or without comparison to human readers. A meta-analysis was performed to calculate the pooled sensitivity and specificity of AI and human experts in detecting distal radius, and scaphoid fractures respectively., Results: Of 213 identified records, 20 studies were included after abstract screening and full-text review. Nine articles examined distal radius fractures, while eight studies examined scaphoid fractures. One study included distal radius and scaphoid fractures, and two studies examined paediatric distal radius fractures. The pooled sensitivity and specificity for AI in detecting distal radius fractures were 0.92 (95% CI 0.88-0.95) and 0.89 (0.84-0.92), respectively. The corresponding values for human readers were 0.95 (0.91-0.97) and 0.94 (0.91-0.96). For scaphoid fractures, pooled sensitivity and specificity for AI were 0.85 (0.73-0.92) and 0.83 (0.76-0.89), while human experts exhibited 0.71 (0.66-0.76) and 0.93 (0.90-0.95), respectively., Conclusion: The results indicate comparable diagnostic accuracy between AI and human readers, especially for distal radius fractures. For the detection of scaphoid fractures, the human readers were similarly sensitive but more specific. These findings underscore the potential of AI to enhance fracture detection accuracy and improve clinical workflow, rather than to replace human intelligence., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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31. The impact of hepatic and splenic volumetric assessment in imaging for chronic liver disease: a narrative review.
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Kutaiba N, Chung W, Goodwin M, Testro A, Egan G, and Lim R
- Abstract
Chronic liver disease is responsible for significant morbidity and mortality worldwide. Abdominal computed tomography (CT) and magnetic resonance imaging (MRI) can fully visualise the liver and adjacent structures in the upper abdomen providing a reproducible assessment of the liver and biliary system and can detect features of portal hypertension. Subjective interpretation of CT and MRI in the assessment of liver parenchyma for early and advanced stages of fibrosis (pre-cirrhosis), as well as severity of portal hypertension, is limited. Quantitative and reproducible measurements of hepatic and splenic volumes have been shown to correlate with fibrosis staging, clinical outcomes, and mortality. In this review, we will explore the role of volumetric measurements in relation to diagnosis, assessment of severity and prediction of outcomes in chronic liver disease patients. We conclude that volumetric analysis of the liver and spleen can provide important information in such patients, has the potential to stratify patients' stage of hepatic fibrosis and disease severity, and can provide critical prognostic information. CRITICAL RELEVANCE STATEMENT: This review highlights the role of volumetric measurements of the liver and spleen using CT and MRI in relation to diagnosis, assessment of severity, and prediction of outcomes in chronic liver disease patients. KEY POINTS: Volumetry of the liver and spleen using CT and MRI correlates with hepatic fibrosis stages and cirrhosis. Volumetric measurements correlate with chronic liver disease outcomes. Fully automated methods for volumetry are required for implementation into routine clinical practice., (© 2024. The Author(s).)
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- 2024
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32. Assessing quality of magnetic resonance enterography and its impact on disease assessment of ileal Crohn's disease.
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Bohra A, Connoley DJ, Con D, Segal JP, Niewiadomski O, Vasudevan A, Langenberg DRV, and Kutaiba N
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Background/aims: Assessment of quality of magnetic resonance enterography (MRE) in small bowel Crohn's disease (CD) activity evaluation has received little attention. We assessed the impact of bowel distention and motion artifact on MRE activity indices in ileal CD., Methods: A cohort of patients who underwent contemporaneous MRE and colonoscopy for ileal CD assessment between 2014 and 2021 at 2 centers were audited. An abdominal radiologist blinded to clinical data reviewed each MRE, graded bowel distention and motion artifact upon a pre-specified 3-point scale and calculated the original magnetic resonance index of activity (MaRIA) and simplified MaRIA (sMaRIA), London index and CD MRE index (CDMI). Ileal endoscopic activity was graded via the Simplified Endoscopy Score for CD (SES-CD). The performance of MRE indices in discriminating active disease (SES-CD ≥3) stratified by MRE quality was measured by receiver operator characteristic analyses., Results: One hundred and thirty-seven patients had MRE and colonoscopy within a median of 16 days (range, 0-30 days) with 63 (46%) exhibiting active disease (SES-CD ≥3). Forty-four MREs (32%) were deemed low quality due to motion artifact and/or moderate to poor distention. Low-quality MREs demonstrated reduced discriminative performance between ileal SES-CD ≥3 and MRE indices (MaRIA 0.838 vs. 0.634, sMaRIA 0.834 vs. 0.527, CDMI 0.850 vs. 0.595, London 0.748 vs. 0.511, P<0.05 for all). Individually the presence of any motion artifact markedly impacted the discriminative performance (e.g., sMaRIA area under the curve 0.544 vs. 0.814, P<0.05)., Conclusions: Image quality parameters can significantly impact MRE disease activity interpretation. Quality metrics should be reported, enabling cautious interpretation in lower-quality studies.
- Published
- 2024
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33. The identification of an optimal body size parameter to adjust skeletal muscle area on chest CT in COVID-19 patients.
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Kutaiba N, Dobson J, Finnis M, and Bellomo R
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Objectives: The most efficient way to adjust skeletal muscle area (SMA) derived from chest CT to body size remains unclear. We hypothesized that vertebral body area (VBA) measurement would allow such efficient adjustment., Methods: We conducted a retrospective observational study of chest CT imaging in a cohort of critically ill COVID-19 patients. We measured paravertebral SMA at T5 level and T5 vertebral body anteroposterior length, width, and area. We used linear regression and multivariable modelling to assess the association of VBA with SMA., Results: In 48 COVID-19 patients in ICU, T5 VBA could be easily derived from simple width and anteroposterior length linear measurements. T5 VBA (measured manually or estimated from width and length) performed similarly to height (R
2 of 0.22) as an adjustment variable for SMA, with R2 of 0.23 and 0.22, respectively. Gender had the strongest correlation with SMA (R2 = 0.28). Adding height or age to a model using gender and VBA did not improve correlation., Conclusions: Gender and estimated VBA from simple linear measurements at T5 level on CT images can be utilized for adjustment of SMA without the need for height. Validation of these findings in larger cohorts of critically ill patients is now needed., (Copyright: © 2024 Hylonome Publications.)- Published
- 2024
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34. Evaluation of techniques to improve a deep learning algorithm for the automatic detection of intracranial haemorrhage on CT head imaging.
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Yeo M, Tahayori B, Kok HK, Maingard J, Kutaiba N, Russell J, Thijs V, Jhamb A, Chandra RV, Brooks M, Barras CD, and Asadi H
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- Humans, Artificial Intelligence, Retrospective Studies, Algorithms, Tomography, X-Ray Computed methods, Intracranial Hemorrhages diagnostic imaging, Deep Learning
- Abstract
Background: Deep learning (DL) algorithms are playing an increasing role in automatic medical image analysis., Purpose: To evaluate the performance of a DL model for the automatic detection of intracranial haemorrhage and its subtypes on non-contrast CT (NCCT) head studies and to compare the effects of various preprocessing and model design implementations., Methods: The DL algorithm was trained and externally validated on open-source, multi-centre retrospective data containing radiologist-annotated NCCT head studies. The training dataset was sourced from four research institutions across Canada, the USA and Brazil. The test dataset was sourced from a research centre in India. A convolutional neural network (CNN) was used, with its performance compared against similar models with additional implementations: (1) a recurrent neural network (RNN) attached to the CNN, (2) preprocessed CT image-windowed inputs and (3) preprocessed CT image-concatenated inputs. The area under the receiver operating characteristic curve (AUC-ROC) and microaveraged precision (mAP) score were used to evaluate and compare model performances., Results: The training and test datasets contained 21,744 and 491 NCCT head studies, respectively, with 8,882 (40.8%) and 205 (41.8%) positive for intracranial haemorrhage. Implementation of preprocessing techniques and the CNN-RNN framework increased mAP from 0.77 to 0.93 and increased AUC-ROC [95% confidence intervals] from 0.854 [0.816-0.889] to 0.966 [0.951-0.980] (p-value = 3.91 × 10
-12 )., Conclusions: The deep learning model accurately detected intracranial haemorrhage and improved in performance following specific implementation techniques, demonstrating clinical potential as a decision support tool and an automated system to improve radiologist workflow efficiency., Key Points: • The deep learning model detected intracranial haemorrhages on computed tomography with high accuracy. • Image preprocessing, such as windowing, plays a large role in improving deep learning model performance. • Implementations which enable an analysis of interslice dependencies can improve deep learning model performance. • Visual saliency maps can facilitate explainable artificial intelligence systems. • Deep learning within a triage system may expedite earlier intracranial haemorrhage detection., (© 2023. The Author(s).)- Published
- 2023
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35. Evaluating treatment response following locoregional therapy for hepatocellular carcinoma: A review of the available serological and radiological tools for assessment.
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Cox DRA, Chung W, Grace J, Wong D, Kutaiba N, Ranatunga D, Khor R, Perini MV, Fink M, Jones R, Goodwin M, Dobrovic A, Testro A, and Muralidharan V
- Abstract
Hepatocellular carcinoma (HCC) is an aggressive primary malignancy of the liver and is the third most common cause of cancer-related global mortality. There has been a steady increase in treatment options for HCC in recent years, including innovations in both curative and non-curative therapies. These advances have brought new challenges and necessary improvements in strategies of disease monitoring, to allow early detection of HCC recurrence. Current serological and radiological strategies for post-treatment monitoring and prognostication and their limitations will be discussed and evaluated in this review., (© 2023 The Authors. JGH Open published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd.)
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- 2023
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36. Height Estimation from Vertebral Parameters on Routine Computed Tomography in a Contemporary Elderly Australian Population: A Validation of Existing Regression Models.
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Flanders D, Lai T, and Kutaiba N
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The aim of this study is to compare previously published height estimation formulae in a contemporary Australian population using vertebral measurements readily available on abdominal CT. Retrospective analysis of patients undergoing a planning CT prior to transcatheter aortic valve implantation in a 12-month period was conducted; 96 participants were included in the analysis from a total of 137, with 41 excluded due to incomplete data. Seven vertebral measurements were taken from the CT images and height estimates were made for each participant using multiple regression equations from the published literature. Paired sample t -tests were used to compare actual height to estimated height. Many of the models failed to accurately predict patient height in this cohort, with only three equations for each sex resulting in a predicted height that was not statistically significantly different to actual height. The most accurate model in female participants was based on posterior sacral length and resulted in a mean difference between an actual and calculated height of 0.7 cm (±7.4) ( p = 0.520). The most accurate model in male participants was based on anterior sacrococcygeal length and resulted in a mean difference of -0.6 ± 6.9 cm ( p = 0.544). Height estimation formulae can be used to predict patient height from common vertebral parameters on readily available CT data. This is important for the calculation of anthropometric measures for a variety of uses in clinical medicine. However, more work is needed to generate accurate prediction models for specific populations.
- Published
- 2023
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37. Replacing Endoscopy with Magnetic Resonance Enterography for Mucosal Activity Assessment in Terminal Ileal Crohn's Disease: Are We There Yet?
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Bohra A, Vasudevan A, Kutaiba N, and Van Langenberg DR
- Abstract
Crohn's disease (CD) is a chronic immune mediated disorder that most commonly affects the small bowel and/or the large bowel. Treatment targets in CD include mucosal healing assessed via ileocolonoscopy and transmural healing assessed through cross-sectional imaging modalities such as magnetic resonance enterography (MRE). More recently, histological healing in CD has emerged as a treatment target, though it is made cumbersome given its reliance on frequent endoscopic examinations. With expert guidelines now recommending regular objective assessments as part of a treat-to-target approach, accurate non-invasive assessment will become increasingly critical. MRE has an established role in the assessment of small bowel CD, with growing data supportive of its ability in detecting disease activity at mucosal and histological levels. This could therefore potentially reduce the need for serial endoscopic assessment. Thus, this review will assess the capacity of individual MRE parameters and MRE indices for detecting mucosal and histological small bowel CD activity. Furthermore, challenging scenarios, such as CD activity detection in post-operative clinical scenarios and abnormal findings in the context of a normal ileocolonoscopy, will be explored.
- Published
- 2023
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38. Radiation exposure from radiological procedures in liver transplant candidates with hepatocellular carcinoma.
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Kutaiba N, Varcoe JG, Barnes P, Succar N, Lau E, Patwala K, Low E, Ardalan Z, Gow P, and Goodwin M
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- Adult, Male, Humans, Middle Aged, Female, Retrospective Studies, Radiation Dosage, Carcinoma, Hepatocellular diagnostic imaging, Carcinoma, Hepatocellular radiotherapy, Carcinoma, Hepatocellular surgery, Liver Transplantation, Liver Neoplasms diagnostic imaging, Liver Neoplasms radiotherapy, Liver Neoplasms surgery, Radiation Exposure
- Abstract
Purpose: Candidates for liver transplantation (LT) with hepatocellular carcinoma (HCC) undergo a large number of diagnostic and interventional radiology procedures. A significant proportion of such procedures involve ionizing radiation with increased lifetime risk of cancer. The objective of our study was to review LT candidates with HCC to quantify ionizing radiation doses from different radiology procedures performed at a single transplant center., Method: We retrospectively reviewed 179 adult patients with HCC (median age 58.6 years [IQR, 55-62]; 155 [86.6%] males) who were accepted for LT between April 2010 and Dec 2018. Radiology procedures and radiation doses were retrieved and the total and median radiation effective dose in millisieverts (mSv) were calculated for different procedures. Exposure to ionizing radiation was categorized based on previously reported thresholds., Results: We assessed 9,986 radiology procedures for our cohort. Patients had a median effective dose prior to transplantation of 254 mSv (IQR, 130-421) with an annualized rate of 152 mSv (IQR, 92-266). Patient median dose increased to 316 mSv (IQR, 159-478) when including exposures post-LT within the study period. 85% of overall exposure was in the extremely high exposure category (>100 mSv). Interventional procedures represented 13% of procedures with substantial radiation and contributed to 45% of radiation exposure while abdominal CTs represented 39% of total procedures and contributed to 45% of radiation exposure., Conclusions: Patients with HCC considered for LT undergo radiology procedures with significant cumulative radiation exposure. Attempts to reduce radiation exposure are suggested by minimizing unnecessary procedures and utilizing ones without ionizing radiation. Improving interventional techniques to reduce radiation doses is needed without compromising treatment delivery., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022. Published by Elsevier B.V.)
- Published
- 2023
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39. Sarcopenia measurements and clinical outcomes in Crohn's disease surgical patients.
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Hong JT, James S, Tran A, and Kutaiba N
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- Male, Humans, Female, Retrospective Studies, Psoas Muscles diagnostic imaging, Muscle, Skeletal pathology, Tomography, X-Ray Computed methods, Sarcopenia complications, Sarcopenia diagnostic imaging, Sarcopenia epidemiology, Crohn Disease complications, Crohn Disease surgery, Crohn Disease pathology
- Abstract
Background: Patients with Crohn's disease (CD) have a high likelihood of being sarcopenic. Several studies have shown a positive correlation between sarcopenia measured as skeletal muscle index (SMI) and poor surgical outcomes in patients with CD. Our primary aim was to correlate SMI with the psoas muscle index (PMI), an easier measurement of sarcopenia. Secondary aim was to correlate SMI and PMI with clinical outcomes in a cohort of CD patients requiring surgery., Methods: A retrospective cohort study of CD patients who underwent surgery at a public health service from January 2010 to December 2019. Using computed tomography and magnetic resonance enterography studies, skeletal muscle area was measured at the third lumbar vertebra level. SMI and PMI were calculated and correlated. Correlation between SMI and PMI with surgical outcomes was performed., Results: Seventy-six patients were included. Median length of stay (LOS) was 6 days (IQR, 5 to 9). Eleven patients (14.5%) required ICU admission, nine patients (11.8%) required TPN and thirteen patients (17.1%) had complications. The prevalence of sarcopenia was 63.2% based on the SMI threshold of 52.4 and 38.5 cm
2 /m2 for men and women, respectively. A positive correlation between SMI and PMI was found (r = 0.72, P < 0.0001). Sarcopenia status based on reported thresholds for SMI and for PMI showed no significant correlation with outcomes (LOS, ICU admission and complications)., Conclusions: SMI and PMI show good correlation but there is insufficient evidence to suggest that sarcopenia status using either measurement has a significant impact on predicting clinical outcomes., (© 2022 Royal Australasian College of Surgeons.)- Published
- 2022
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40. Moving computed tomography-based quantification of muscle mass to the mainstream: Validation of a web-based platform to calculate skeletal muscle index in cirrhosis.
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Hey P, Chew M, Wong D, Gow P, Testro A, Kutaiba N, and Sinclair M
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- Humans, Liver Cirrhosis complications, Liver Cirrhosis diagnostic imaging, Liver Cirrhosis surgery, Muscle, Skeletal diagnostic imaging, Tomography, X-Ray Computed, Internet, Liver Transplantation, Sarcopenia
- Published
- 2022
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41. Value of computed tomography scores in complicated acute diverticulitis.
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Mitreski G, McGill J, Nikolovski Z, Jamel W, Al-Kaisey Y, Kam NM, Con D, Ardalan Z, and Kutaiba N
- Subjects
- Humans, Male, Female, Retrospective Studies, Acute Disease, Tomography, X-Ray Computed, Diverticulitis, Colonic complications, Diverticulitis, Colonic diagnostic imaging, Diverticulitis, Colonic surgery, Diverticulitis complications, Diverticulitis diagnostic imaging
- Abstract
Background: Diverticular disease remains one of the most common conditions in the western world. Up to 25% of patients with diverticular disease require hospitalization, 15-30% of those of which require surgical intervention. CT scoring systems have been proposed as means to drive assessment and stratify patients necessitating hospital intervention. To assess and correlate CT scoring systems with clinical and surgical outcomes., Methods: Retrospective cohort analysis at a single institution. Single institutional assessment with patients presenting to emergency with a CT diagnosed episode of acute diverticulitis. One hundred and eighty-nine patients were included in the study, 61% of which were male. Patient demographics, comorbidities, medications, biochemistry and inflammatory markers, type of complication following acute diverticulitis, operative/procedural intervention, hospital outcome and mortality were measured. CT scoring systems assessed included modified Hinchey, modified Neff, World Society of Emergency Surgery (WSES) and modified Siewert scoring systems., Results: Majority of patients had left-sided diverticulitis (91%) with localized air (88%) and pericolic abscess (49%) the most common radiological findings. 28% of patients required radiological and/or surgical management with 12% requiring intensive care unit (ICU) admission. There was a general trend for surgical/radiological intervention as the scores increased in severity. The four scoring systems were found to be statistically significant predictors of any intervention and of ICU admission with minimal statistical differences across the different scoring systems., Conclusion: Radiological CT scores for complicated diverticulitis are at best, moderate predictors of clinical and surgical outcomes and may serve to guide management with minimal statistical differences across different scores., (© 2022 Royal Australasian College of Surgeons.)
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- 2022
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42. Challenges and Strategies to Optimising the Quality of Small Bowel Magnetic Resonance Imaging in Crohn's Disease.
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Bohra A, Vasudevan A, Kutaiba N, and Van Langenberg DR
- Abstract
Magnetic resonance enterography (MRE) is one of the most highly utilised tools in the assessment of patients with small bowel Crohn's disease (CD). As a non-invasive modality, it has both patient and procedure-related advantages over ileocolonoscopy which is the current gold standard for Crohn's disease activity assessment. MRE relies upon high-quality images to ensure accurate disease activity assessment; however, few studies have explored the impact of image quality on the accuracy of small bowel CD activity assessment. Bowel distension and motion artifacts are two key imaging parameters that impact the quality of images obtained through MRE. Multiple strategies have been employed to both minimise the effects of motion artifacts and improve bowel distension. This review discusses the definitions of bowel distension and motion artifacts within the literature with a particular focus on current strategies to improve bowel distension and limit motion artifacts in MRE.
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- 2022
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43. Development of a machine learning-based real-time location system to streamline acute endovascular intervention in acute stroke: a proof-of-concept study.
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Lim DZ, Yeo M, Dahan A, Tahayori B, Kok HK, Abbasi-Rad M, Maingard J, Kutaiba N, Russell J, Thijs V, Jhamb A, Chandra RV, Brooks M, Barras C, and Asadi H
- Subjects
- Algorithms, Humans, Software, Support Vector Machine, Machine Learning, Stroke diagnostic imaging, Stroke surgery
- Abstract
Background: Delivery of acute stroke endovascular intervention can be challenging because it requires complex coordination of patient and staff across many different locations. In this proof-of-concept paper we (a) examine whether WiFi fingerprinting is a feasible machine learning (ML)-based real-time location system (RTLS) technology that can provide accurate real-time location information within a hospital setting, and (b) hypothesize its potential application in streamlining acute stroke endovascular intervention., Methods: We conducted our study in a comprehensive stroke care unit in Melbourne, Australia that offers a 24-hour mechanical thrombectomy service. ML algorithms including K-nearest neighbors, decision tree, random forest, support vector machine and ensemble models were trained and tested on a public WiFi dataset and the study hospital WiFi dataset. The hospital dataset was collected using the WiFi explorer software (version 3.0.2) on a MacBook Pro (AirPort Extreme, Broadcom BCM43x×1.0). Data analysis was implemented in the Python programming environment using the scikit-learn package. The primary statistical measure for algorithm performance was the accuracy of location prediction., Results: ML-based WiFi fingerprinting can accurately predict the different hospital zones relevant in the acute endovascular intervention workflow such as emergency department, CT room and angiography suite. The most accurate algorithms were random forest and support vector machine, both of which were 98% accurate. The algorithms remain robust when new data points, which were distinct from the training dataset, were tested., Conclusions: ML-based RTLS technology using WiFi fingerprinting has the potential to streamline delivery of acute stroke endovascular intervention by efficiently tracking patient and staff movement during stroke calls., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2022. No commercial re-use. See rights and permissions. Published by BMJ.)
- Published
- 2022
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44. Application of Thyroid Imaging Reporting and Data System (TIRADS) guidelines to thyroid nodules with cytopathological correlation and impact on healthcare costs.
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Chen X, Kutaiba N, Pearce S, Digby S, and Van Gelderen D
- Subjects
- Aged, Australia, Health Care Costs, Humans, National Health Programs, Retrospective Studies, Ultrasonography methods, Thyroid Neoplasms diagnosis, Thyroid Neoplasms pathology, Thyroid Nodule diagnostic imaging, Thyroid Nodule pathology
- Abstract
Aims: To assess the application of American College of Radiology Thyroid Imaging Reporting and Data System (ACR-TIRADS) guidelines and the potential reduction of unnecessary fine-needle aspirate (FNA) and cost savings through examination of cytopathological correlation., Methods: All ultrasound-guided thyroid FNA performed between December 2017 and July 2019 at our institution were included in this study. Prior to performing each FNA, the nodules were scored according to ACR-TIRADS criteria with subsequent cytology scored according to Bethesda criteria. FNA request forms and preceding diagnostic ultrasound reports were analysed for clinical rationale behind each FNA. Collected data were applied to ACR-TIRADS, American Thyroid Association (ATA) and Korean TIRADS (K-TIRADS) criteria. Rate of reduction of unnecessary thyroid FNA and associated costs were subsequently calculated., Results: A total of 125 patients and 146 nodules were evaluated. A malignancy rate of 7.5% was obtained. Sensitivity and specificity for detection of malignancy were 75% and 41% for ACR-TIRADS, 91% and 26% for ATA and 92% and 19% for K-TIRADS. Reduction in the rate of unnecessary FNA was most superior for ACR-TIRADS at 54.8%. Based on Australian Medicare Benefits Schedule item codes, a total of $18 452.70 might have been saved over the study period had ACR-TIRADS guidelines been uniformly followed., Conclusions: This study highlights the strengths and limitations of guidelines in the investigative pathway of thyroid nodules, including superiority of ACR-TIRADS in reducing the rate of unnecessary FNA. Continued education is needed towards application of guidelines among radiologists and referring clinicians, given the potential to reduce unnecessary FNA and achieve economic savings., (© 2021 Royal Australasian College of Physicians.)
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- 2022
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45. Limitations Associated With Assessing Liver Ultrasound Quality Using US LI-RADS Visualization Score When Utilizing Acquired Images.
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Kutaiba N and Ardalan ZS
- Subjects
- Contrast Media, Humans, Liver diagnostic imaging, Magnetic Resonance Imaging methods, Retrospective Studies, Sensitivity and Specificity, Ultrasonography methods, Carcinoma, Hepatocellular, Liver Neoplasms diagnostic imaging
- Published
- 2022
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46. Higher Anti-tumor Necrosis Factor-α Levels Correlate With Improved Radiologic Outcomes in Crohn's Perianal Fistulas.
- Author
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De Gregorio M, Lee T, Krishnaprasad K, Amos G, An YK, Bastian-Jordan M, Begun J, Borok N, Brown DJM, Cheung W, Connor SJ, Gerstenmaier J, Gilbert LE, Gilmore R, Gu B, Kutaiba N, Lee A, Mahy G, Srinivasan A, Thin L, Thompson AJ, Welman CJ, Yong EXZ, De Cruz P, van Langenberg D, Sparrow MP, and Ding NS
- Subjects
- Adalimumab therapeutic use, Cross-Sectional Studies, Humans, Infliximab therapeutic use, Retrospective Studies, Treatment Outcome, Tumor Necrosis Factor Inhibitors, Tumor Necrosis Factor-alpha, Crohn Disease complications, Crohn Disease diagnostic imaging, Crohn Disease drug therapy, Rectal Fistula diagnostic imaging, Rectal Fistula drug therapy
- Abstract
Background & Aims: Higher anti-tumor necrosis factor-α (TNF) drug levels are associated with improved clinical healing of Crohn's perianal fistulas. It is unclear whether this leads to improved healing on radiologic assessment. We aimed to evaluate the association between anti-TNF drug levels and radiologic outcomes in perianal fistulising Crohn's disease., Methods: A cross-sectional retrospective multicenter study was undertaken. Patients with perianal fistulising Crohn's disease on maintenance infliximab or adalimumab, with drug levels within 6 months of perianal magnetic resonance imaging were included. Patients receiving dose changes or fistula surgery between drug level and imaging were excluded. Radiologic disease activity was scored using the Van Assche Index, with an inflammatory subscore calculated using indices: T2-weighted imaging hyperintensity, collections >3 mm diameter, rectal wall involvement. Primary endpoint was radiologic healing (inflammatory subscore ≤6). Secondary endpoint was radiologic remission (inflammatory subscore = 0)., Results: Of 193 patients (infliximab, n = 117; adalimumab, n = 76), patients with radiologic healing had higher median drug levels compared with those with active disease (infliximab 6.0 vs 3.9 μg/mL; adalimumab 9.1 vs 6.2 μg/mL; both P < .05). Patients with radiologic remission also had higher median drug levels compared with those with active disease (infliximab 7.4 vs 3.9 μg/mL; P < .05; adalimumab 9.8 vs 6.2 μg/mL; P = .07). There was a significant incremental reduction in median inflammatory subscores with higher anti-TNF drug level tertiles., Conclusions: Higher anti-TNF drug levels were associated with improved radiologic outcomes on magnetic resonance imaging in perianal fistulising Crohn's disease, with an incremental improvement at higher drug level tertiles for both infliximab and adalimumab., (Copyright © 2022 AGA Institute. Published by Elsevier Inc. All rights reserved.)
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- 2022
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47. Sensitivity of pre-operative imaging and radiologist inter-rater reliability in detecting lesions in Crohn's disease.
- Author
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Hong JT, Kutaiba N, Parameswaran B, James S, Hong A, Ng SC, and An V
- Subjects
- Abscess, Constriction, Pathologic diagnostic imaging, Constriction, Pathologic surgery, Humans, Magnetic Resonance Imaging methods, Radiologists, Reproducibility of Results, Sensitivity and Specificity, Crohn Disease diagnostic imaging, Crohn Disease surgery
- Abstract
Background: Computed tomography (CT), computed tomography enterography (CTE) and magnetic resonance enterography (MRE) are commonly used pre-operatively in surgical planning in Crohn's Disease (CD). The findings on CT, CTE and MRE may not, however, correlate with operative findings. This study aims to establish the sensitivity of these imaging modalities and analyse radiologist inter-rater reliability by comparing imaging findings of strictures, fistulas and abscesses with intra-operative findings., Methods: A retrospective review of CD patients who had either CT, CTE and/or MRE imaging and CD related surgical intervention at a public health service from 2010 to 2019 inclusive. The number and locations of strictures, fistulas and abscesses on pre-operative original radiology reports (OR) were recorded. Subsequently, all scans were re-read by two specialist abdominal radiologists and consensus recorded (SR). Lesions recorded from both OR and SR were compared to those found intra-operatively., Results: Eighty-three patients were included. For strictures, sensitivity was 67%, 74% and 79% for OR and 88%, 71% and 87% for SR for CT, CTE and MRE respectively. The frequency of fistulas and abscesses were small hence a conclusion could not be drawn. The level of agreement between radiologists ranged from 44% to 82% for strictures and 64 to 100% for fistulas and abscesses across all three imaging modalities., Conclusions: CT and MRE have similarly high sensitivities for the identification of strictures pre-operatively when read by specialist radiologists. Inter-rater reliability calculations found similar agreement levels between specialist radiologists and between OR and SR for strictures, fistulas and abscesses across CT, CTE and MRE., (© 2022 Royal Australasian College of Surgeons.)
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- 2022
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48. Testosterone therapy reduces hepatic steatosis in men with type 2 diabetes and low serum testosterone concentrations.
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Apostolov R, Gianatti E, Wong D, Kutaiba N, Gow P, Grossmann M, and Sinclair M
- Abstract
Background: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent in people with diabetes with no available treatment., Aim: To explore the effect of testosterone treatment on liver. Testosterone therapy improves insulin resistance and reduces total body fat, but its impact on the liver remains poorly studied., Methods: This secondary analysis of a 40 wk, randomised, double-blinded, placebo-controlled trial of intramuscular testosterone undecanoate in men with type 2 diabetes and lowered serum testosterone concentrations evaluated the change in hepatic steatosis as measured by liver fat fraction on magnetic resonance imaging (MRI)., Results: Of 88 patients enrolled in the index study, 39 had liver MRIs of whom 20 received testosterone therapy and 19 received placebo. All patients had > 5% hepatic steatosis at baseline and 38 of 39 patients met diagnostic criteria for NAFLD. Median liver fat at baseline was 15.0% (IQR 11.5%-21.1%) in the testosterone and 18.4% (15.0%-28.9%) in the placebo group. Median ALT was 34units/L (26-38) in the testosterone and 32units/L (25-52) in the placebo group. At week 40, patients receiving testosterone had a median reduction in absolute liver fat of 3.5% (IQR 2.9%-6.4%) compared with an increase of 1.2% in the placebo arm (between-group difference 4.7% P < 0.001). After controlling for baseline liver fat, testosterone therapy was associated with a relative reduction in liver fat of 38.3% (95% confidence interval 25.4%-49.0%, P < 0.001)., Conclusion: Testosterone therapy was associated with a reduction in hepatic steatosis in men with diabetes and low serum testosterone. Future randomised studies of testosterone therapy in men with NAFLD focusing on liver-related endpoints are therefore justified., Competing Interests: Conflict-of-interest statement: Apostolov R, Darren Wong and Numan Kutaiba have no conflicts of interest to declare. Emily Gianatti, Paul Gow and Marie Sinclair have received financial support for research from Bayer Pharma AG more than five years ago. Mathis Grossmann has received research funding from Bayer Pharma AG, Otzuka and speaker’s honoraria from Besins Health Care and Novartis., (©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved.)
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- 2022
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49. Stereotactic radiotherapy and the potential role of magnetic resonance-guided adaptive techniques for pancreatic cancer.
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Ermongkonchai T, Khor R, Muralidharan V, Tebbutt N, Lim K, Kutaiba N, and Ng SP
- Subjects
- Humans, Magnetic Resonance Imaging methods, Magnetic Resonance Spectroscopy, Treatment Outcome, Pancreatic Neoplasms diagnostic imaging, Pancreatic Neoplasms pathology, Pancreatic Neoplasms radiotherapy, Radiosurgery adverse effects, Radiosurgery methods
- Abstract
Background: Pancreatic cancer is a malignancy with one of the poorest prognoses amongst all cancers. Patients with unresectable tumours either receive palliative care or undergo various chemoradiotherapy regimens. Conventional techniques are often associated with acute gastrointestinal toxicities, as adjacent critical structures such as the duodenum ultimately limits delivered doses. Stereotactic body radiotherapy (SBRT) is an advanced radiation technique that delivers highly ablative radiation split into several fractions, with a steep dose fall-off outside target volumes., Aim: To discuss the latest data on SBRT and whether there is a role for magnetic resonance-guided techniques in multimodal management of locally advanced, unresectable pancreatic cancer., Methods: We conducted a search on multiple large databases to collate the latest records on radiotherapy techniques used to treat pancreatic cancer. Out of 1229 total records retrieved from our search, 36 studies were included in this review., Results: Studies indicate that SBRT is associated with improved clinical efficacy and toxicity profiles compared to conventional radiotherapy techniques. Further dose escalation to the tumour with SBRT is limited by the poor soft-tissue visualisation of computed tomography imaging during radiation planning and treatment delivery. Magnetic resonance-guided techniques have been introduced to improve imaging quality, enabling treatment plan adaptation and re-optimisation before delivering each fraction., Conclusion: Therefore, SBRT may lead to improved survival outcomes and safer toxicity profiles compared to conventional techniques, and the addition of magnetic resonance-guided techniques potentially allows dose escalation and conversion of unresectable tumours to operable cases., Competing Interests: Conflict-of-interest statement: No conflict-of-interest to be declared by authors of this article., (©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved.)
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- 2022
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50. The smart angiography suite.
- Author
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Lim DZ, Mitreski G, Maingard J, Kutaiba N, Hosking N, Jhamb A, Ranatunga D, Kok HK, Chandra RV, Brooks M, Barras C, and Asadi H
- Subjects
- Humans, Angiography
- Abstract
Competing Interests: Competing interests: None declared.
- Published
- 2022
- Full Text
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