91 results on '"Jennifer N. Avari Silva"'
Search Results
2. Early preclinical experience of a mixed reality ultrasound system with active GUIDance for NEedle-based interventions: The GUIDE study
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David Bloom, MD, Jamie N. Colombo, DO, Nathan Miller, BSN, Michael K. Southworth, MS, Christopher Andrews, PhD, Alexander Henry, MS, William B. Orr, MD, Jonathan R. Silva, PhD, and Jennifer N. Avari Silva, MD, FHRS
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Mixed reality ,Tool tracking ,Ultrasound ,Vascular access ,Vascular variant ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Medical technology ,R855-855.5 - Abstract
Background: Use of ultrasound (US) to facilitate vascular access has increased compared to landmark-based procedures despite ergonomic challenges and need for extrapolation of 2-dimensional images to understand needle position. The MantUS™ system (Sentiar, Inc.,) uses a mixed reality (MxR) interface to display US images and integrate real-time needle tracking. Objective: The purpose of this prospective preclinical study was to evaluate the feasibility and usability of MantUS in a simulated environment. Methods: Participants were recruited from pediatric cardiology and critical care. Access was obtained in 2 vascular access training models: a femoral access model and a head and neck model for a total of 4 vascular access sites under 2 conditions—conventional US and MantUS. Participants were randomized for order of completion. Videos were obtained, and quality of access including time required, repositions, number of attempts, and angle of approach were quantified. Results: Use of MantUS resulted in an overall reduction in number of needle repositions (P = .03) and improvement in quality of access as measured by distance (P
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- 2022
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3. Single-Centre Case Series Assessment of Early Exercise Capacity Data Among Patients Who Received an Alterra Prestent and SAPIEN 3 Valve Placement
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William B. Orr, MD, Jamie N. Colombo, DO, Bayley Roberts, CEP, Jennifer N. Avari Silva, MD, David Balzer, MD, and Shabana Shahanavaz, MBBS
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Previous studies have used cardiopulmonary exercise test (CPET) data to objectively assess physiological changes in patients undergoing percutaneous pulmonary valve implantation. A retrospective review was performed to assess pre- and post-CPET data among patients undergoing Alterra Adaptive Prestent and SAPIEN 3 transcatheter heart valve (Alterra) placement. Of the 7 patients eligible for the study, 5 (71%) were male. The mean age was 22 years (range: 12-49 years). CPET data showed significant (P = 0.03) improvement in ventilatory efficiency (VE/VCO2) while only 2 (29%) patients had an improvement of percent predicted peak oxygen consumption (VO2). These findings suggest favourable haemodynamic changes though further investigation is needed. Résumé: Des résultats aux épreuves d’effort cardiorespiratoire ont été utilisés lors d’études antérieures pour mesurer de manière objective les changements physiologiques chez les patients ayant subi l’implantation percutanée d’une valvule pulmonaire. Nous présentons une étude rétrospective des résultats à ces épreuves avant et après l’intervention dans des cas d’implantation transcathéther d’une prothèse Alterra Adaptive Prestent et d’une valve cardiaque SAPIEN 3 (Alterra). Parmi les sept patients admissibles à l’étude, cinq (71 %) étaient de sexe masculin. L’âge moyen des sujets était de 22 ans (plage de 12 à 49 ans). Les résultats obtenus à l’épreuve d’effort cardiorespiratoire ont démontré une amélioration significative (P = 0,03) de l’efficacité respiratoire (VE/VCO2), mais seulement deux patients (29 %) ont présenté une amélioration du pourcentage prévu de la consommation maximale d’oxygène (VO2). Bien que ces observations semblent indiquer des changements hémodynamiques favorables, d’autres études sont nécessaires pour élucider la question.
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- 2022
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4. Implementation and early experience of a pediatric electrophysiology telehealth program
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Jonathan Schweber, MD, Lisa Roelle, PA, Juliana Ocasio, Aarti S. Dalal, DO, Nathan Miller, RN, George F. Van Hare, MD, FHRS, and Jennifer N. Avari Silva, MD, FHRS
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Digital Health ,Electrophysiology ,Financial sustainability ,Geographic diversity ,Pediatrics ,Telehealth ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Medical technology ,R855-855.5 - Abstract
Background: Telehealth (TH) visits have been growing with exponential increased utilization during the COVID-19 pandemic. The aim of this manuscript is to describe the implementation and early experience of a pediatric electrophysiology (EP) TH program implemented during the pandemic, assessing patient satisfaction, patient equity and inclusion (measured by geographical outreach), and sustainability. Methods: A retrospective chart review study was performed and data were collected from the medical record, including demographic, testing, and billing data from scheduled TH encounters between March and August 2020 of a single pediatric EP group in the Midwest. Patients were called to complete satisfaction surveys. Results: Patients with diverse pathologies were seen in TH, with supraventricular/atrial tachycardias (n = 41, 35%) and inherited arrhythmia syndromes (n = 23, 20%) being most common. The mean distance from clinic was 95 miles (range 2.8–320 miles), with 43% of patients living more than 100 miles away from clinic. A total of 172 tests were performed previsit (n = 102, 59%), during the visit (n = 17, 10%), or postvisit (n = 53, 31%), including 15 EP studies. Time-based Current Procedural Terminology codes were predominantly used for billing purposes (n = 92, 78%). There was generation of work relative value units (wRVU) for visits (220.5 wRVU) and testing (325.1 wRVU). Survey data demonstrated that 98% of patients were satisfied with their telehealth appointment and 99% had a clear understanding of their diagnosis. Conclusion: Pediatric EP TH clinics can provide care for a geographically and pathologically heterogeneous group of patients who had positive attitudes toward TH. Our study shows significant downstream testing and subsequent wRVU generation, suggesting financial sustainability.
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- 2022
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5. Comparing patient and family usability of insertable cardiac monitors in a pediatric cohort: Patient external activator versus smartphone transmission
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Dean Lorimer, Jr., MD, Aarti S. Dalal, DO, Nathan Miller, RN, Lisa Roelle, PA, William B. Orr, MD, George F. Van Hare, MD, FHRS, and Jennifer N. Avari Silva, MD, FHRS
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Arrhythmias ,Insertable cardiac monitor ,Palpitations ,Patient activator ,Pediatric electrophysiology ,Syncope ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2021
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6. Assessment of Apple Watch Series 6 pulse oximetry and electrocardiograms in a pediatric population
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Lauren Littell, Lisa Roelle, Aarti Dalal, George F. Van Hare, William B. Orr, Nathan Miller, and Jennifer N. Avari Silva
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Background Recent technologic advances have resulted in increased development and utilization of direct-to-consumer cardiac wearable devices with various functionality. This study aimed to assess Apple Watch Series 6 (AW6) pulse oximetry and electrocardiography (ECG) in a cohort of pediatric patients. Methods This single-center, prospective study enrolled pediatric patients ≥ 3kg and having an ECG and/or pulse oximetry (SpO2) as part of their planned evaluation. Exclusion criteria: 1) non-English speaking patients and 2) patients in state custody. Simultaneous tracings were obtained for SpO2 and ECG with concurrent standard pulse oximeter and 12-lead ECG. AW6 automated rhythm interpretations were compared to physician over-read and categorized as accurate, accurate with missed findings, inconclusive (automated interpretation: “inconclusive”), or inaccurate. Results A total of 84 patients were enrolled over a 5-week period. 68 patients (81%) were placed into the SpO2 and ECG arm, with 16 patients (19%) placed into the SpO2 only arm. Pulse oximetry data was successfully collected in 71/84 (85%) patients and ECG data in 61/68 (90%). ΔSpO2 between modalities was 2.0±2.6% (r = 0.76). ΔRR was 43±44msec (r = 0.96), ΔPR 19±23msec (r = 0.79), ΔQRS 12±13msec (r = 0.78), and ΔQT 20±19msec (r = 0.9). The AW6 automated rhythm analysis yielded a 75% specificity and found: 1) 40/61 (65.6%) “accurate”, 2) 6/61 (9.8%) “accurate with missed findings”, 3) 14/61 (23%) “inconclusive”, and 4) 1/61 (1.6%) incorrect. Conclusion The AW6 can accurately measure oxygen saturation when compared to hospital pulse oximeters in pediatric patients and provide good quality single lead ECGs that allow for accurate measurement of RR, PR, QRS, and QT intervals with manual interpretation. The AW6-automated rhythm interpretation algorithm has limitations for smaller pediatric patients and patients with abnormal ECGs. Author summary Wearable health devices are becoming more commonly available to the general public. These devices are often being used without doctor prescription or guidance so there is increasing need to understand how to interpret and use the data they provide. The Apple Watch Series 4 and newer have the capability to produce an on-the-spot single lead electrocardiogram (ECG) that is intended to detect atrial fibrillation in adult patients. Additionally, the Apple Watch Series 6 (AW6) has a function to get on-the-spot and background measurements of blood oxygen saturation which has not been studied yet. This study aimed to study the AW6 ECG and pulse oximetry functions in pediatric patients with and without heart disease. We found that the AW6 produces good quality single-lead ECGs that can be accurately interpreted by pediatric cardiologists, but the watch’s automated rhythm interpretation is not reliable in children, particularly those with abnormal ECGs. The AW6 pulse oximetry was accurate when compared to standard hospital pulse oximetry, but did produce some notable outliers, so this data must be used with caution and verified by medical grade pulse oximetry. This data paves the way for further studies and use of the AW6 in medical care of pediatric patients.
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- 2022
7. IV Sotalol Use in Pediatric and Congenital Heart Patients: A Multicenter Registry Study
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Lindsey E. Malloy‐Walton, Nicholas H. Von Bergen, Seshadri Balaji, Peter S. Fischbach, Jason M. Garnreiter, S. Yukiko Asaki, Jeffrey P. Moak, Luis A. Ochoa, Philip M. Chang, Hoang H. Nguyen, Akash R. Patel, Christa Kirk, Ashley K. Sherman, Jennifer N. Avari Silva, and J. Philip Saul
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IV sotalol ,pediatrics ,supraventricular tachycardia ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background There is limited information regarding the clinical use and effectiveness of IV sotalol in pediatric patients and patients with congenital heart disease, including those with severe myocardial dysfunction. A multicenter registry study was designed to evaluate the safety, efficacy, and dosing of IV sotalol. Methods and Results A total of 85 patients (age 1 day–36 years) received IV sotalol, of whom 45 (53%) had additional congenital cardiac diagnoses and 4 (5%) were greater than 18 years of age. In 79 patients (93%), IV sotalol was used to treat supraventricular tachycardia and 4 (5%) received it to treat ventricular arrhythmias. Severely decreased cardiac function by echocardiography was seen before IV sotalol in 7 (9%). The average dose was 1 mg/kg (range 0.5–1.8 mg/kg/dose) over a median of 60 minutes (range 30–300 minutes). Successful arrhythmia termination occurred in 31 patients (49%, 95% CI [37%–62%]) with improvement in rhythm control defined as rate reduction permitting overdrive pacing in an additional 18 patients (30%, 95% CI [19%–41%]). Eleven patients (16%) had significant QTc prolongation to >465 milliseconds after the infusion, with 3 (4%) to >500 milliseconds. There were 2 patients (2%) for whom the infusion was terminated early. Conclusions IV sotalol was safe and effective for termination or improvement of tachyarrhythmias in 79% of pediatric patients and patients with congenital heart disease, including those with severely depressed cardiac function. The most common dose, for both acute and maintenance dosing, was 1 mg/kg over ~60 minutes with rare serious complications.
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- 2022
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8. The impact of direct-to-consumer wearables in pediatric electrophysiology telehealth clinics: A real-world case series
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Lisa Roelle, PA-C, Aarti S. Dalal, DO, Nathan Miller, RN, William B. Orr, MD, George Van Hare, MD, FHRS, and Jennifer N. Avari Silva, MD, FHRS
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Telehealth ,Pediatric electrophysiology ,Cardiac wearables ,EMR integration ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Medical technology ,R855-855.5 - Published
- 2020
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9. Performance Evaluation of Mixed Reality Display for Guidance During Transcatheter Cardiac Mapping and Ablation
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Michael K. Southworth, Jennifer N. Avari Silva, Walter M. Blume, George F. Van Hare, Aarti S. Dalal, and Jonathan R. Silva
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Augmented reality ,cardiology ,head-mounted displays ,minimally invasive surgery ,mixed reality ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Medical technology ,R855-855.5 - Abstract
Cardiac electrophysiology procedures present the physician with a wealth of 3D information, typically presented on fixed 2D monitors. New developments in wearable mixed reality displays offer the potential to simplify and enhance 3D visualization while providing hands-free, dynamic control of devices within the procedure room. Objective: This work aims to evaluate the performance and quality of a mixed reality system designed for intraprocedural use in cardiac electrophysiology. Method: The Enhanced Electrophysiology Visualization and Interaction System (ĒLVIS) mixed reality system performance criteria, including image quality, hardware performance, and usability were evaluated using existing display validation procedures adapted to the electrophysiology specific use case. Additional performance and user validation were performed through a 10 patient, in-human observational study, the Engineering ĒLVIS (E2) Study. Results: The ĒLVIS system achieved acceptable frame rate, latency, and battery runtime with acceptable dynamic range and depth distortion as well as minimal geometric distortion. Bench testing results corresponded with physician feedback in the observational study, and potential improvements in geometric understanding were noted. Conclusion: The ĒLVIS system, based on current commercially available mixed reality hardware, is capable of meeting the hardware performance, image quality, and usability requirements of the electroanatomic mapping display for intraprocedural, real-time use in electrophysiology procedures. Verifying off the shelf mixed reality hardware for specific clinical use can accelerate the adoption of this transformative technology and provide novel visualization, understanding, and control of clinically relevant data in real-time.
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- 2020
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10. Use of intravenous sotalol in newborns with supraventricular tachycardia
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Hannah Kim, MD, Jennifer Wolff, PharmD, BCPPS, Aarti Dalal, DO, George F. Van Hare, MD, FHRS, and Jennifer N. Avari Silva, MD, FHRS
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Intravenous sotalol ,Supraventricular tachycardia ,Ectopic atrial tachycardia ,Neonatal ,Antiarrhythmics ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2017
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11. Atrial tachycardia in an electrically dissociated native right atrium after heart transplantation
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Gloria C. Lehmann, MD, MPH, George F. Van Hare, MD, FHRS, and Jennifer N. Avari Silva, MD, FHRS
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Atrial tachycardia ,Orthotopic heart transplantation ,Pediatric electrophysiology ,Syncope ,Biatrial anastamosis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2016
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12. Force‐Sensing Catheters During Pediatric Radiofrequency Ablation: The FEDERATION Study
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Aarti S. Dalal, Hoang H. Nguyen, Tammy Bowman, George F. Van Hare, and Jennifer N. Avari Silva
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contact force ,force‐sensing catheter ,pediatric ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundBased on data from studies of atrial fibrillation ablations, optimal parameters for the TactiCath (TC; St. Jude Medical, Inc) force‐sensing ablation catheter are a contact force of 20 g and a force‐time integral of 400 g·s for the creation of transmural lesions. We aimed to evaluate TC in pediatric and congenital heart disease patients undergoing ablation. Methods and ResultsComprehensive chart and case reviews were performed from June 2015 to March 2016. Of the 102 patients undergoing electrophysiology study plus ablation, 58 (57%) underwent ablation initially with a force‐sensing catheter. Patients had an average age of 14 (2.4–23) years and weight of 58 (18–195) kg with 15 patients having abnormal cardiac anatomy. Electrophysiology diagnoses for the +TC group included 30 accessory pathway–mediated tachycardia, 24 atrioventricular nodal reentrant tachycardia, and 7 other. Baseline generator settings included a power of 20 W, temperature of 40°, and 6 cc/min flow during lesion creation with 11 patients (19%) having alterations to parameters. Seventeen patients (30%) converted to an alternate ablation source. A total of 516 lesions were performed using the TC with a median contact force of 6 g, force‐time integral of 149 g·s, and lesion size index of 3.3. Median‐term follow‐up demonstrated 5 (10%) recurrences with no acute or median‐term complications. ConclusionsTactiCath can be effectively employed in the treatment of pediatric patients with congenital heart disease with lower forces than previously described in the atrial fibrillation literature. Patients with atrioventricular nodal reentrant tachycardia or atrioventricular reciprocating tachycardia may not require transmural lesions and the TC may provide surrogate markers for success during slow pathway ablation.
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- 2017
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13. Percutaneous Pulmonary Valve Implantation Alters Electrophysiologic Substrate
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Hoang H. Nguyen, Shabana Shahanavaz, George F. Van Hare, David T. Balzer, Ramzi Nicolas, and Jennifer N. Avari Silva
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arrhythmia (heart rhythm disorders) ,arrhythmia burden ,electrocardiography ,electrophysiology ,percutaneous pulmonary valve placement ,pulmonary valve ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundPercutaneous pulmonary valve implantation (PPVI) is first‐line therapy for some congenital heart disease patients with right ventricular outflow tract dysfunction. The hemodynamics improvements after PPVI are well documented, but little is known about its effects on the electrophysiologic substrate. The objective of this study is to assess the short‐ and medium‐term electrophysiologic substrate changes and elucidate postprocedure arrhythmias. Methods and ResultsA retrospective chart review of patients undergoing PPVI from May 2010 to April 2015 was performed. A total of 106 patients underwent PPVI; most commonly these patients had tetralogy of Fallot (n=59, 55%) and pulmonary insufficiency (n=60, 57%). The median follow‐up time was 28 months (7‐63 months). Pre‐PPVI, 25 patients (24%) had documented arrhythmias: nonsustained ventricular tachycardia (NSVT) (n=9, 8%), frequent premature ventricular contractions (PVCs) (n=6, 6%), and atrial fibrillation/flutter (AF/AFL) (n=10, 9%). Post‐PPVI, arrhythmias resolved in 4 patients who had NSVT (44%) and 5 patients who had PVCs (83%). New arrhythmias were seen in 16 patients (15%): 7 NSVT, 8 PVCs, and 1 AF/AFL. There was resolution at medium‐term follow‐up in 6 (86%) patients with new‐onset NSVT and 7 (88%) patients with new‐onset PVCs. There was no difference in QRS duration pre‐PPVI, post‐PPVI, and at medium‐term follow‐up (P=0.6). The median corrected QT lengthened immediately post‐PPVI but shortened significantly at midterm follow‐up (P
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- 2016
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14. Implantable Loop Recorder Monitoring for Refining Management of Children With Inherited Arrhythmia Syndromes
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Jennifer N. Avari Silva, Burt I. Bromberg, Fredrick K. Emge, Tammy M. Bowman, and George F. Van Hare
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channelopathy ,implantable loop recorder ,inherited arrhythmia syndrome ,pediatric ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundImplantable loop recorders (ILRs) are conventionally utilized to elucidate the mechanism of atypical syncope. The objective of this study was to assess the impact of these devices on management of pediatric patients with known or suspected inherited arrhythmia syndromes. Methods and ResultsA retrospective chart review was undertaken of all pediatric patients with known or suspected inherited arrhythmia syndromes in whom an ILR was implanted from 2008 to 2015. Captured data included categorization of diagnosis, treatment, transmitted tracings, and the impact of ILR tracings on management. Transmissions were categorized as symptomatic, autotriggered, or routine. Actionable transmissions were abnormal tracings that directly resulted in a change of medical or device therapy. A total of 20 patients met the stated inclusion criteria (long QT syndrome, n=8, catecholaminergic polymorphic ventricular tachycardia,n=9, Brugada syndrome, n=1, arrhythmogenic right ventricular cardiomyopathy, n=2), with 60% of patients being genotype positive. Primary indication for implantation of ILR included ongoing monitoring +/− symptoms (n=15, 75%), suspicion of noncompliance (n=1, 5%), and liberalization of recommended activity restrictions (n=4, 25%). A total of 172 transmissions were received in patients with inherited arrhythmia syndromes, with 7% yielding actionable data. The majority (52%) of symptom events were documented in the long QT syndrome population, with only 1 tracing (5%) yielding actionable data. Automatic transmissions were mostly seen in the catecholaminergic polymorphic ventricular tachycardia cohort (81%), with 21% yielding actionable data. There was no actionable data in routine transmissions. ConclusionsILRs in patients with suspected or confirmed inherited arrhythmia syndromes may be useful for guiding management. Findings escalated therapies in 30% of subjects. As importantly, in this high‐risk population, the majority of symptom events represented normal or benign rhythms, reassuring patients and physicians that no further intervention was required.
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- 2016
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15. Evaluation Challenges for the Application of Extended Reality Devices in Medicine.
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Ryan Beams, Ellenor Brown, Wei-Chung Cheng, Janell S. Joyner, Andrea Seung Kim, Kimberly Kontson, Dimitri Amiras, Tassilo Baeuerle, Walter J. Greenleaf, Rafael J. Grossmann, Atul Gupta, Christoffer Hamilton, Hong Hua, Tran Tu Huynh, Christoph Leuze, Sarah B. Murthi, John Penczek, Jennifer N. Avari Silva, Brennan Spiegel, Amitabh Varshney, and Aldo Badano
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- 2022
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16. Design Considerations for Interacting and Navigating with 2 Dimensional and 3 Dimensional Medical Images in Virtual, Augmented and Mixed Reality Medical Applications.
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Jennifer N. Avari Silva, Michael K. Southworth, Christopher M. Andrews, Mary Beth Privitera, Alexander B. Henry, and Jonathan R. Silva
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- 2021
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17. Emerging clinical applications of medical extended reality (MXR).
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Jennifer N. Avari Silva
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- 2022
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18. The Expanding Uses of Medical Extended Reality in the Cardiac Catheterization Laboratory: Pre-procedural Planning, Intraprocedural Guidance, and Intraprocedural Navigation
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David Bloom, Michael K Southworth, Jonathan R Silva, and Jennifer N Avari Silva
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
The use of innovative imaging practices in the field of interventional cardiology and electrophysiology has led to significant progress in both diagnostic and therapeutic capabilities. 3D reconstructions of 2D images allows a proceduralist to develop a superior understanding of patient anatomy. Medical extended reality (MXR) technologies employ 3D interactive images for the user to improve depth perception and spatial awareness. Although MXR procedural navigation is a relatively new concept, the potential for use within interventional cardiology and EP is significant with the eventual goal of improving patient outcomes and reducing patient harm. This review article will discuss the current landscape of MXR use in the catheterization lab including pre-procedural planning, intraprocedural planning and intraprocedural guidance in diagnostic cardiac catheterization, valvar and coronary interventions, electrophysiology studies, and device implants.
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- 2022
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19. Development and Human Factors Considerations for Extended Reality Applications in Medicine: The Enhanced ELectrophysiology Visualization and Interaction System (ĒLVIS).
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Jennifer N. Avari Silva, Mary Beth Privitera, Michael K. Southworth, and Jonathan R. Silva
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- 2020
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20. Impact of augmented-reality improvement in ablation catheter navigation as assessed by virtual-heart simulations of ventricular tachycardia ablation.
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Adityo Prakosa, Michael K. Southworth, Jennifer N. Avari Silva, Jonathan R. Silva, and Natalia A. Trayanova
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- 2021
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21. Virtual and Augmented Reality in Cardiovascular Care
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Raphael Romano Bruno, Jennifer N. Avari Silva, Georg Wolff, Deepak L. Bhatt, Marcus Franz, Bernhard Wernly, P. Christian Schulze, Christian Jung, Malte Kelm, and Jonathan R. Silva
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medicine.medical_specialty ,Rehabilitation ,business.industry ,medicine.medical_treatment ,Psychological intervention ,Cardiovascular care ,Virtual reality ,Imaging modalities ,Intensive care ,Health care ,Medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Augmented reality ,Cardiology and Cardiovascular Medicine ,business - Abstract
Applications of virtual reality (VR) and augmented reality (AR) assist both health care providers and patients in cardiovascular education, complementing traditional learning methods. Interventionalists have successfully used VR to plan difficult procedures and AR to facilitate complex interventions. VR/AR has already been used to treat patients, during interventions in rehabilitation programs and in immobilized intensive care patients. There are numerous additional potential applications in the catheterization laboratory. By using AR, interventionalists could combine visual fluoroscopy information projected and registered on the patient body with data derived from preprocedural imaging and live fusion of different imaging modalities such as fluoroscopy with echocardiography. Persistent technical challenges to overcome include the integration of different imaging modalities into VR/AR and the harmonization of data flow and interfaces. Cybersickness might exclude some patients and users from the potential benefits of VR/AR. Critical ethical considerations arise in the application of VR/AR in vulnerable patients. In addition, digital applications must not distract physicians from the patient. It is our duty as physicians to participate in the development of these innovations to ensure a virtual health reality benefit for our patients in a real-world setting. The purpose of this review is to summarize the current and future role of VR and AR in different fields within cardiology, its challenges, and perspectives.
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- 2022
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22. Moving beyond arrhythmia detection: The future of wearables
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Jennifer N Avari Silva
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Cardiology and Cardiovascular Medicine - Published
- 2023
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23. 2021 PACES expert consensus statement on the indications and management of cardiovascular implantable electronic devices in pediatric patients
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Maully J. Shah, Michael J. Silka, Jennifer N. Avari Silva, Seshadri Balaji, Cheyenne M. Beach, Monica N. Benjamin, Charles I. Berul, Bryan Cannon, Frank Cecchin, Mitchell I. Cohen, Aarti S. Dalal, Brynn E. Dechert, Anne Foster, Roman Gebauer, M. Cecilia Gonzalez Corcia, Prince J. Kannankeril, Peter P. Karpawich, Jeffery J. Kim, Mani Ram Krishna, Peter Kubuš, Martin J. LaPage, Douglas Y. Mah, Lindsey Malloy-Walton, Aya Miyazaki, Kara S. Motonaga, Mary C. Niu, Melissa Olen, Thomas Paul, Eric Rosenthal, Elizabeth V. Saarel, Massimo Stefano Silvetti, Elizabeth A. Stephenson, Reina B. Tan, John Triedman, Nicholas H. Von Bergen, Philip L. Wackel, Philip M. Chang, Fabrizio Drago, Anne M. Dubin, Susan P. Etheridge, Apichai Kongpatanayothin, Jose Manuel Moltedo, Ashish A. Nabar, and George F. Van Hare
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RCT, randomized clinical trial ,Lead removal ,PACES ,HCM, hypertrophic cardiomyopathy ,Arrhythmogenic cardiomyopathy ,COR, class of recommendation ,LQTS, long QT syndrome ,Sports and physical activity ,030204 cardiovascular system & hematology ,Pediatrics ,TTM, transtelephonic monitoring ,0302 clinical medicine ,Insertable cardiac monitor ,Implantable cardioverter defibrillator ,LVEF, left ventricular ejection fraction ,VT, ventricular tachycardia ,Genetic arrhythmias ,030212 general & internal medicine ,LMIC, low- and middle-income countries ,Children ,Transvenous ,IPE, in-person evaluation ,Cardiac channelopathies ,Low- and middle-income countries ,LGE, late gadolinium enhancement ,BrS, Brugada syndrome ,Antitachycardia pacing ,Neuromuscular disease ,Ambulatory ECG monitoring ,Hypertrophic cardiomyopathy ,3. Good health ,Pacemaker ,Echocardiography ,Catecholaminergic polymorphic ventricular tachycardia ,Cardiac transplantation ,CPVT, catecholaminergic polymorphic ventricular tachycardia ,VF, ventricular fibrillation ,Long QT syndrome ,RIM, remote interrogation and monitoring ,Cardiology and Cardiovascular Medicine ,Atrioventricular block ,MR imaging ,Cardiomyopathy ,ACM, arrhythmogenic cardiomyopathy ,Sick sinus syndrome ,Heart failure ,ARVC, arrhythmogenic right ventricular cardiomyopathy ,Syncope ,Endocardial lead ,Heart block ,03 medical and health sciences ,Sudden cardiac arrest ,LOE, level of evidence ,Physiology (medical) ,Bradycardia ,Brugada syndrome ,Ventricular fibrillation ,Postoperative ,ICD, implantable cardioverter defibrillator ,Antiarrhythmic drug therapy ,SCA, sudden cardiac arrest ,Shared decision-making ,Congenital heart disease ,CCAVB, congenital complete atrioventricular block ,Practical Guideline ,ICM, insertable cardiac monitor ,NIDCM, nonischemic dilated cardiomyopathy ,Lead extraction ,Cardiovascular implantable electronic devices ,ECG ,AV, atrioventricular ,Asystole ,Ventricular tachycardia ,SND, sinus node dysfunction ,Epicardial lead ,Sudden cardiac death ,CHD, congenital heart disease ,Remote monitoring ,SCD, sudden cardiac death ,Coronary artery compression ,ECG, electrocardiogram ,Arrhythmogenic right ventricular cardiomyopathy ,CIED, cardiovascular implantable electronic device ,MRI, magnetic resonance imaging ,Expert consensus statement - Abstract
In view of the increasing complexity of both cardiovascular implantable electronic devices (CIEDs) and patients in the current era, practice guidelines, by necessity, have become increasingly specific. This document is an expert consensus statement that has been developed to update and further delineate indications and management of CIEDs in pediatric patients, defined as ≤21 years of age, and is intended to focus primarily on the indications for CIEDs in the setting of specific disease categories. The document also highlights variations between previously published adult and pediatric CIED recommendations and provides rationale for underlying important differences. The document addresses some of the deterrents to CIED access in low- and middle-income countries and strategies to circumvent them. The document sections were divided up and drafted by the writing committee members according to their expertise. The recommendations represent the consensus opinion of the entire writing committee, graded by class of recommendation and level of evidence. Several questions addressed in this document either do not lend themselves to clinical trials or are rare disease entities, and in these instances recommendations are based on consensus expert opinion. Furthermore, specific recommendations, even when supported by substantial data, do not replace the need for clinical judgment and patient-specific decision-making. The recommendations were opened for public comment to Pediatric and Congenital Electrophysiology Society (PACES) members and underwent external review by the scientific and clinical document committee of the Heart Rhythm Society (HRS), the science advisory and coordinating committee of the American Heart Association (AHA), the American College of Cardiology (ACC), and the Association for European Paediatric and Congenital Cardiology (AEPC). The document received endorsement by all the collaborators and the Asia Pacific Heart Rhythm Society (APHRS), the Indian Heart Rhythm Society (IHRS), and the Latin American Heart Rhythm Society (LAHRS). This document is expected to provide support for clinicians and patients to allow for appropriate CIED use, appropriate CIED management, and appropriate CIED follow-up in pediatric patients.
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- 2021
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24. Incorporation of the CardioMEMS™ System During an Exercise Physiology Test in a Pediatric Congenital Heart Disease Patient Contributing to Medical Decision-Making
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Bayley Roberts, David T. Balzer, Jennifer N. Avari Silva, William B. Orr, and Jamie N. Colombo
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medicine.medical_specialty ,education.field_of_study ,Stress echocardiogram ,Heart disease ,business.industry ,Population ,Medical decision making ,Vascular surgery ,medicine.disease ,Cardiac surgery ,Test (assessment) ,Pediatrics, Perinatology and Child Health ,medicine ,Exercise physiology ,Cardiology and Cardiovascular Medicine ,Intensive care medicine ,education ,business - Abstract
Exercise testing among the pediatric congenital heart disease population continues to transform and expand the way patients are evaluated and managed. We describe a case where a stress echocardiogram was performed while successfully collecting data from a previously implanted CardioMEMS™ HF system which helped guide decision-making.
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- 2021
- Full Text
- View/download PDF
25. 2021 PACES expert consensus statement on the indications and management of cardiovascular implantable electronic devices in pediatric patients
- Author
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Prince J. Kannankeril, Aya Miyazaki, Mitchell D. Cohen, Mary C Niu, Charles I. Berul, Michael J. Silka, Kara S. Motonaga, Bryan C. Cannon, Aarti Dalal, Elizabeth A. Stephenson, John Triedman, Reina Tan, Monica Benjamin, Jeffery Kim, M Cecilia Gonzalez Corcia, Thomas Paul, Frank Cecchin, Massimo Stefano Silvetti, Anne Foster, Brynn E. Dechert, Elizabeth V Saarel, Jennifer N. Avari Silva, Mani Ram Krishna, Peter P. Karpawich, Doug Mah, Eric Rosenthal, Philip L. Wackel, Melissa Olen, Nicholas H. Von Bergen, Roman Gebauer, Lindsey Malloy-Walton, Cheyenne Beach, Maully J. Shah, Martin J. LaPage, Seshadri Balaji, and Peter Kubuš
- Subjects
Statement (logic) ,business.industry ,medicine.medical_treatment ,Expert consensus ,Sudden cardiac arrest ,General Medicine ,Disease ,Evidence-based medicine ,030204 cardiovascular system & hematology ,medicine.disease ,Implantable cardioverter-defibrillator ,3. Good health ,Clinical trial ,Heart Rhythm ,03 medical and health sciences ,0302 clinical medicine ,Pediatrics, Perinatology and Child Health ,medicine ,030212 general & internal medicine ,Medical emergency ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business - Abstract
In view of the increasing complexity of both cardiovascular implantable electronic devices (CIEDs) and patients in the current era, practice guidelines, by necessity, have become increasingly specific. This document is an expert consensus statement that has been developed to update and further delineate indications and management of CIEDs in pediatric patients, defined as ≤21 years of age, and is intended to focus primarily on the indications for CIEDs in the setting of specific disease categories. The document also highlights variations between previously published adult and pediatric CIED recommendations and provides rationale for underlying important differences. The document addresses some of the deterrents to CIED access in low- and middle-income countries and strategies to circumvent them. The document sections were divided up and drafted by the writing committee members according to their expertise. The recommendations represent the consensus opinion of the entire writing committee, graded by class of recommendation and level of evidence. Several questions addressed in this document either do not lend themselves to clinical trials or are rare disease entities, and in these instances recommendations are based on consensus expert opinion. Furthermore, specific recommendations, even when supported by substantial data, do not replace the need for clinical judgment and patient-specific decision-making. The recommendations were opened for public comment to Pediatric and Congenital Electrophysiology Society (PACES) members and underwent external review by the scientific and clinical document committee of the Heart Rhythm Society (HRS), the science advisory and coordinating committee of the American Heart Association (AHA), the American College of Cardiology (ACC), and the Association for European Paediatric and Congenital Cardiology (AEPC). The document received endorsement by all the collaborators and the Asia Pacific Heart Rhythm Society (APHRS), the Indian Heart Rhythm Society (IHRS), and the Latin American Heart Rhythm Society (LAHRS). This document is expected to provide support for clinicians and patients to allow for appropriate CIED use, appropriate CIED management, and appropriate CIED follow-up in pediatric patients.
- Published
- 2021
- Full Text
- View/download PDF
26. 2021 PACES expert consensus statement on the indications and management of cardiovascular implantable electronic devices in pediatric patients: executive summary
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Aya Miyazaki, Prince J Kannakeril, Massimo Stefano Silvetti, Anne Foster, Douglas Y. Mah, Michael J. Silka, Reina B Tan, Aarti Dalal, Kara S. Motonaga, Monica Benjamin, Nicholas H. Von Bergen, Melissa Olen, George F. Van Hare, Frank Cecchin, Charles I. Berul, Elizabeth A. Stephenson, Bryan C. Cannon, Peter Kubuš, Jeffery Kim, M Cecilia Gonzalez Corcia, Roman Gebauer, Brynn E. Dechert, John K. Triedman, Seshadri Balaji, Peter P. Karpawich, Elizabeth V Saarel, Martin J. LaPage, Eric Rosenthal, Philip L. Wackel, Mani Ram Krishna, Lindsey Malloy-Walton, Maully J. Shah, Mary C Niu, Thomas Paul, Jennifer N. Avari Silva, Cheyenne Beach, and Mitchell I. Cohen
- Subjects
Epicardial lead ,Executive summary ,Statement (logic) ,business.industry ,medicine.medical_treatment ,Expert consensus ,General Medicine ,030204 cardiovascular system & hematology ,Endocardial lead ,medicine.disease ,Implantable cardioverter-defibrillator ,03 medical and health sciences ,0302 clinical medicine ,Low and middle income countries ,Pediatrics, Perinatology and Child Health ,medicine ,030212 general & internal medicine ,Medical emergency ,Cardiology and Cardiovascular Medicine ,business ,Lead extraction - Published
- 2021
- Full Text
- View/download PDF
27. Electroconvulsive Therapy in an Adolescent With Major Depressive Disorder and Preexisting Arrhythmogenic Right Ventricular Cardiomyopathy
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Subha Subramanian, Cory Patrick, Jennifer N. Avari Silva, Christopher Charlot, Pilar Cristancho, and Michael Wenzinger
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Psychiatry and Mental health ,Neuroscience (miscellaneous) - Published
- 2022
28. Use of extended realities in cardiology
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Jennifer N. Avari Silva, Jonathan R. Silva, and Michael K. Southworth
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Health Knowledge, Attitudes, Practice ,medicine.medical_specialty ,Standard of care ,Attitude of Health Personnel ,Computer science ,medicine.medical_treatment ,Cardiology ,Image processing software ,030204 cardiovascular system & hematology ,Virtual reality ,Physician education ,03 medical and health sciences ,Cardiologists ,0302 clinical medicine ,Patient Education as Topic ,Software Design ,Internal medicine ,Image Processing, Computer-Assisted ,medicine ,Humans ,Diagnosis, Computer-Assisted ,030212 general & internal medicine ,Augmented Reality ,Miniaturization ,Rehabilitation ,Education, Medical ,Attitude to Computers ,Virtual Reality ,Equipment Design ,Mixed reality ,Clinical Practice ,Therapy, Computer-Assisted ,Smart Glasses ,Augmented reality ,Diffusion of Innovation ,Cardiology and Cardiovascular Medicine - Abstract
Recent miniaturization of electronic components and advances in image processing software have facilitated the entry of extended reality technology into clinical practice. In the last several years, the number of applications in cardiology has multiplied, with many promising to become standard of care. We review many of these applications in the areas of patient and physician education, cardiac rehabilitation, pre-procedural planning and intraprocedural use. The rapid integration of these approaches into the many facets of cardiology suggests that they will one day become an every-day part of physician practice.
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- 2020
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29. Use of Aminocaproic Acid With Bivalirudin for Hemostatic Management of Abdominal Surgery for Neonate on Extracorporeal Support
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Edon J. Rabinowitz, Blaire Kulp, Michael A. Lahart, Jennifer N. Avari Silva, Dilip S. Nath, Patrick A. Dillon, and Ahmed S. Said
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Heparin ,Biomedical Engineering ,Biophysics ,Infant, Newborn ,Anticoagulants ,Bioengineering ,General Medicine ,Hirudins ,Hemostatics ,Peptide Fragments ,Recombinant Proteins ,Biomaterials ,Aminocaproic Acid ,Humans - Published
- 2022
30. Design Considerations for Interacting and Navigating with 2 Dimensional and 3 Dimensional Medical Images in Virtual, Augmented and Mixed Reality Medical Applications
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Michael K. Southworth, Jennifer N. Avari Silva, Jonathan R. Silva, Mary Beth Privitera, Christopher M. Andrews, and Alexander B. Henry
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Medical device ,Human–computer interaction ,Computer science ,End user ,Medical imaging ,Diagnostic tools ,Mixed reality ,Article - Abstract
The extended realities, including virtual, augmented, and mixed realities (VAMR) have recently experienced significant hardware improvement resulting in an expansion in medical applications. These applications can be classified by the target end user (for instance, classifying applications as patient-centric, physician-centric, or both) or by use case (for instance educational, diagnostic tools, therapeutic tools, or some combination). When developing medical applications in VAMR, careful consideration of both the target end user and use case must heavily influence design considerations, particularly methods and tools for interaction and navigation. Medical imaging consists of both 2-dimensional and 3-dimensional medical imaging which impacts design, interaction, and navigation. Additionally, medical applications need to comply with regulatory considerations which will also influence interaction and design considerations. In this manuscript, the authors explore these considerations using three VAMR tools being developed for cardiac electrophysiology procedures.
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- 2022
31. Atrioventricular Nodal Reentrant Tachycardia
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Jennifer N. Avari Silva and George F. Van Hare
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- 2021
- Full Text
- View/download PDF
32. First-In-Human Use of a Mixed Reality Display During Cardiac Ablation Procedures
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Blume Walter, George F. Van Hare, Aarti Dalal, Christopher M. Andrews, Sandeep Sodhi, Jonathan R. Silva, Nathan Miller, Jennifer N. Avari Silva, and Michael K. Southworth
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Rehabilitation ,Rapid expansion ,business.industry ,medicine.medical_treatment ,MEDLINE ,First in human ,030204 cardiovascular system & hematology ,Cardiac Ablation ,medicine.disease ,Student education ,Mixed reality ,03 medical and health sciences ,0302 clinical medicine ,Health care ,Medicine ,030212 general & internal medicine ,Medical emergency ,business - Abstract
Extended reality health care applications are becoming increasingly affordable, less complex to implement, and more performant, resulting in the rapid expansion of applications in cardiology for patient and medical student education, patient rehabilitation, and real-time intraprocedural use ([1][1
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- 2020
- Full Text
- View/download PDF
33. 2021 PACES expert consensus statement on the indications and management of cardiovascular implantable electronic devices in pediatric patients
- Author
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Cheyenne Beach, Charles I. Berul, Elizabeth A. Stephenson, Kara S. Motonaga, Jeffery Kim, Reina B Tan, Lindsey Malloy-Walton, M Cecilia Gonzalez Corcia, Douglas Y. Mah, John K. Triedman, Aya Miyazaki, Monica Benjamin, Martin J. LaPage, Seshadri Balaji, Maully J. Shah, Peter Kubuš, Mary C Niu, Nicholas H. Von Bergen, Thomas Paul, Melissa Olen, Massimo Stefano Silvetti, Jennifer N. Avari Silva, Mani Ram Krishna, Prince J. Kannankeril, Eric Rosenthal, Philip L. Wackel, Roman Gebauer, Anne Foster, Peter P. Karpawich, Bryan C. Cannon, Brynn E. Dechert, Mitchell I. Cohen, Michael J. Silka, Aarti Dalal, Frank Cecchin, and Elizabeth V Saarel
- Subjects
Diagnostic Imaging ,Consensus ,Statement (logic) ,medicine.medical_treatment ,Diagnostic Techniques, Cardiovascular ,Cardiology ,Disease ,030204 cardiovascular system & hematology ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Asia pacific ,Randomized controlled trial ,law ,Physiology (medical) ,medicine ,Humans ,030212 general & internal medicine ,Child ,Device Removal ,business.industry ,Expert consensus ,Sudden cardiac arrest ,Evidence-based medicine ,American Heart Association ,Implantable cardioverter-defibrillator ,Clinical judgment ,medicine.disease ,United States ,3. Good health ,Defibrillators, Implantable ,Heart Rhythm ,Clinical trial ,Medical emergency ,Cardiac Electrophysiology ,medicine.symptom ,Electronics ,Cardiology and Cardiovascular Medicine ,business - Abstract
In view of the increasing complexity of both cardiovascular implantable electronic devices (CIEDs) and patients in the current era, practice guidelines, by necessity, have become increasingly specific. This document is an expert consensus statement that has been developed to update and further delineate indications and management of CIEDs in pediatric patients, defined as ≤21 years of age, and is intended to focus primarily on the indications for CIEDs in the setting of specific disease categories. The document also highlights variations between previously published adult and pediatric CIED recommendations and provides rationale for underlying important differences. The document addresses some of the deterrents to CIED access in low- and middle-income countries and strategies to circumvent them. The document sections were divided up and drafted by the writing committee members according to their expertise. The recommendations represent the consensus opinion of the entire writing committee, graded by class of recommendation and level of evidence. Several questions addressed in this document either do not lend themselves to clinical trials or are rare disease entities, and in these instances recommendations are based on consenus expert opinion. Furthermore, specific recommendations, even when supported by substantial data, do not replace the need for clinical judgment and patient-specific decision-making. The recommendations were opened for public comment to Pediatric and Congenital Electrophysiology Society (PACES) members and underwent external review by the scientific and clinical document committee of the Heart Rhythm Society (HRS), the science advisory and coordinating committee of the American Heart Association (AHA), the American College of Cardiology, (ACC) and the Association for European Paediatric and Congenital Cardiology (AEPC). The document received endorsement by all the collaborators and the Asia Pacific Heart Rhythm Society (APHRS), the Indian Heart Rhythm Society (IHRS), and the Latin American Heart Rhythm Society (LAHRS). This document is expected to provide support for clinicians and patients to allow for appropriate CIED use, appropriate CIED management, and appropriate follow-up in pediatric patients.
- Published
- 2021
34. Virtual and Augmented Reality in Cardiovascular Care: State-of-the-Art and Future Perspectives
- Author
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Christian, Jung, Georg, Wolff, Bernhard, Wernly, Raphael Romano, Bruno, Marcus, Franz, P Christian, Schulze, Jennifer N Avari, Silva, Jonathan R, Silva, Deepak L, Bhatt, and Malte, Kelm
- Subjects
Augmented Reality ,Predictive Value of Tests ,Fluoroscopy ,Virtual Reality ,Humans - Abstract
Applications of virtual reality (VR) and augmented reality (AR) assist both health care providers and patients in cardiovascular education, complementing traditional learning methods. Interventionalists have successfully used VR to plan difficult procedures and AR to facilitate complex interventions. VR/AR has already been used to treat patients, during interventions in rehabilitation programs and in immobilized intensive care patients. There are numerous additional potential applications in the catheterization laboratory. By using AR, interventionalists could combine visual fluoroscopy information projected and registered on the patient body with data derived from preprocedural imaging and live fusion of different imaging modalities such as fluoroscopy with echocardiography. Persistent technical challenges to overcome include the integration of different imaging modalities into VR/AR and the harmonization of data flow and interfaces. Cybersickness might exclude some patients and users from the potential benefits of VR/AR. Critical ethical considerations arise in the application of VR/AR in vulnerable patients. In addition, digital applications must not distract physicians from the patient. It is our duty as physicians to participate in the development of these innovations to ensure a virtual health reality benefit for our patients in a real-world setting. The purpose of this review is to summarize the current and future role of VR and AR in different fields within cardiology, its challenges, and perspectives.
- Published
- 2021
35. Incorporation of the CardioMEMS™ System During an Exercise Physiology Test in a Pediatric Congenital Heart Disease Patient Contributing to Medical Decision-Making
- Author
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William B, Orr, Jamie N, Colombo, Bayley, Roberts, Jennifer N Avari, Silva, and David, Balzer
- Subjects
Heart Defects, Congenital ,Heart Failure ,Clinical Decision-Making ,Exercise Test ,Humans ,Pulmonary Artery ,Child - Abstract
Exercise testing among the pediatric congenital heart disease population continues to transform and expand the way patients are evaluated and managed. We describe a case where a stress echocardiogram was performed while successfully collecting data from a previously implanted CardioMEMS™ HF system which helped guide decision-making.
- Published
- 2021
36. Sex and Race Disparities in Presumed Sudden Cardiac Death: One Size Does Not Fit All
- Author
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Jennifer N. Avari Silva, Elaine Wan, Nipavan Chiamvimonvat, Sharon Shen, and Camille Frazier-Mills
- Subjects
medicine.medical_specialty ,business.industry ,Incidence (epidemiology) ,Autopsy ,medicine.disease ,Article ,Sudden cardiac death ,Race (biology) ,Death, Sudden, Cardiac ,Physiology (medical) ,Emergency medicine ,medicine ,Emergency medical services ,Humans ,Cardiology and Cardiovascular Medicine ,business ,Death sudden cardiac - Abstract
BACKGROUND -: Sudden cardiac death (SCD) studies report higher incidence in men and Blacks but presume cardiac cause. We sought to identify sex and race differences in rates and causes of presumed SCDs in a prospective postmortem study in San Francisco County. METHODS -: All incident presumed SCDs meeting World Health Organization definition ages 18–90 were autopsied via active surveillance of consecutive out-of-hospital deaths in the POstmortem Systematic InvesTigation of Sudden Cardiac Death (POST SCD) Study (2/1/2011 – 3/1/2014). Autopsy-defined sudden arrhythmic deaths (SADs) had no extra-cardiac cause or acute heart failure. RESULTS -: Among 541 presumed SCDs, 525 (97%) were autopsied; 362 (69%) were male, 110 Asian (21%), 81 Black (15%), 40 Hispanic (8%), 279 White (53%), and 15 Other Race (3%). Adjusted for age and race, women had more non-cardiac causes of presumed SCD, including pulmonary emboli (8% vs. 2%) and neurologic causes (10% vs. 3%, both p
- Published
- 2021
37. Children really are not little adults: What we can take away from the 2021 PACES Expert Consensus Statement on the Indications and Management of Cardiovascular Implantable Electronic Devices
- Author
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Jennifer N. Avari Silva
- Subjects
Editorial ,Statement (logic) ,business.industry ,Internet privacy ,Expert consensus ,Medicine ,business - Published
- 2021
38. A unique cardiovascular presentation of pheochromocytoma
- Author
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William B. Orr, George F. Van Hare, Aarti Dalal, Jennifer N. Avari Silva, Georgeann Groh, and Riti Chokshi
- Subjects
medicine.medical_specialty ,Case Report ,030204 cardiovascular system & hematology ,arrhythmia ,Pediatrics ,Pheochromocytoma ,Ventricular contraction ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Palpitations ,030212 general & internal medicine ,Neck pain ,lcsh:R5-920 ,business.industry ,General Medicine ,electrophysiology ,medicine.disease ,Complete resolution ,Cardiology ,medicine.symptom ,Presentation (obstetrics) ,business ,lcsh:Medicine (General) ,Clinical evaluation ,Junctional rhythm - Abstract
We describe a unique presentation of a pheochromocytoma in a normotensive teenager, who presented with symptoms of headache, neck pain, and palpitations. Holter and event monitor tracings revealed intermittent junctional rhythm causing electromechanical dyssynchrony between atrial and ventricular contraction resulting in reported symptoms. Exercise stress testing helped correlate symptomatic junctional rhythm events to episodic hypertension which led to the eventual diagnosis of pheochromocytoma. The exercise test provided insight into the physiologic coupling that the sympathetic and parasympathetic autonomic nervous systems have on the cardiovascular system during exercise and exaggerated hypertension. The patient was found to have MEN2A and partial adrenalectomy resulted in complete resolution of symptoms and arrhythmia. This unusual presentation illustrates the benefit of a comprehensive clinical evaluation, which led to the eventual diagnosis.
- Published
- 2021
39. Digital Health and the Care of the Patient With Arrhythmia: What Every Electrophysiologist Needs to Know
- Author
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Mina K. Chung, Khaldoun G. Tarakji, Neil Mehta, Rod S. Passman, Lin Y. Chen, Zachi I. Attia, Marco V Perez, Adrienne Boissy, David Cho, Elaine Wan, Maulik Majmudar, Jennifer N. Avari Silva, and Mintu P. Turakhia
- Subjects
Health Knowledge, Attitudes, Practice ,Medical device ,Attitude of Health Personnel ,MEDLINE ,Wearable Electronic Devices ,Artificial Intelligence ,Predictive Value of Tests ,Physiology (medical) ,Medicine ,Humans ,Clinical Trials as Topic ,business.industry ,Cardiac electrophysiology ,Attitude to Computers ,Arrhythmias, Cardiac ,medicine.disease ,Prognosis ,Digital health ,Mobile Applications ,Telemedicine ,Clinical trial ,Remote Sensing Technology ,Medical emergency ,Smartphone ,Diffusion of Innovation ,Patient Participation ,Cardiology and Cardiovascular Medicine ,business ,Electrophysiologic Techniques, Cardiac - Abstract
The field of cardiac electrophysiology has been on the cutting edge of advanced digital technologies for many years. More recently, medical device development through traditional clinical trials has been supplemented by direct to consumer products with advancement of wearables and health care apps. The rapid growth of innovation along with the mega-data generated has created challenges and opportunities. This review summarizes the regulatory landscape, applications to clinical practice, opportunities for virtual clinical trials, the use of artificial intelligence to streamline and interpret data, and integration into the electronic medical records and medical practice. Preparation of the new generation of physicians, guidance and promotion by professional societies, and advancement of research in the interpretation and application of big data and the impact of digital technologies on health outcomes will help to advance the adoption and the future of digital health care.
- Published
- 2020
40. The Impact of Direct to Consumer Wearables in Pediatric Electrophysiology Telehealth Clinics: A Real-World Case Series
- Author
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Aarti Dalal, Nathan Miller, George F. Van Hare, William B. Orr, Lisa Roelle, and Jennifer N. Avari Silva
- Subjects
Pediatric EP ,business.industry ,MEDLINE ,Wearable computer ,Telehealth ,Pediatric electrophysiology ,medicine.disease ,Article ,RC666-701 ,cardiac wearables ,medicine ,Medical technology ,EMR integration ,General Earth and Planetary Sciences ,Diseases of the circulatory (Cardiovascular) system ,Medical emergency ,R855-855.5 ,business ,General Environmental Science - Published
- 2020
41. Performance Evaluation of Mixed Reality Display for Guidance During Transcatheter Cardiac Mapping and Ablation
- Author
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Aarti Dalal, George F. Van Hare, Jonathan R. Silva, Jennifer N. Avari Silva, Blume Walter, and Michael K. Southworth
- Subjects
Computer science ,Image quality ,Computer applications to medicine. Medical informatics ,Biomedical Engineering ,R858-859.7 ,Wearable computer ,Augmented reality ,030204 cardiovascular system & hematology ,Article ,03 medical and health sciences ,0302 clinical medicine ,Human–computer interaction ,head-mounted displays ,Medical technology ,R855-855.5 ,minimally invasive surgery ,mixed reality ,business.industry ,Cardiac electrophysiology ,Usability ,General Medicine ,Frame rate ,Mixed reality ,Visualization ,030220 oncology & carcinogenesis ,cardiology ,business - Abstract
Cardiac electrophysiology procedures present the physician with a wealth of 3D information, typically presented on fixed 2D monitors. New developments in wearable mixed reality displays offer the potential to simplify and enhance 3D visualization while providing hands-free, dynamic control of devices within the procedure room. Objective: This work aims to evaluate the performance and quality of a mixed reality system designed for intraprocedural use in cardiac electrophysiology. Method: The Enhanced Electrophysiology Visualization and Interaction System (ĒLVIS) mixed reality system performance criteria, including image quality, hardware performance, and usability were evaluated using existing display validation procedures adapted to the electrophysiology specific use case. Additional performance and user validation were performed through a 10 patient, in-human observational study, the Engineering ĒLVIS (E2) Study. Results: The ĒLVIS system achieved acceptable frame rate, latency, and battery runtime with acceptable dynamic range and depth distortion as well as minimal geometric distortion. Bench testing results corresponded with physician feedback in the observational study, and potential improvements in geometric understanding were noted. Conclusion: The ĒLVIS system, based on current commercially available mixed reality hardware, is capable of meeting the hardware performance, image quality, and usability requirements of the electroanatomic mapping display for intraprocedural, real-time use in electrophysiology procedures. Verifying off the shelf mixed reality hardware for specific clinical use can accelerate the adoption of this transformative technology and provide novel visualization, understanding, and control of clinically relevant data in real-time., This work evaluates the performance and quality of a mixed reality system designed for intraprocedural use in cardiac electrophysiology. We tested the Enhanced Electrophysiology Visualization and Interaction System (ĒLVIS)'s image quality, hardware performance, and usability in 10 patients. The ĒLVIS system achieved acceptable frame rate, latency, and battery runtime with acceptable dynamic range and depth distortion as well as minimal geometric distortion. Bench testing results corresponded with physician feedback in the observational study. The ĒLVIS system, based on current commercially available mixed reality hardware, is capable of meeting the hardware performance, image quality, and usability requirements of the electroanatomic mapping display for intraprocedural, real-time use in electrophysiology procedures.
- Published
- 2020
42. Institutional experience of healthy pediatric patients presenting with atrial fibrillation who had an electrophysiology study
- Author
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William B. Orr, Jennifer N. Avari Silva, Chad Stanley, Aarti Dalal, George F. Van Hare, and Bridget Zoeller
- Subjects
Pulmonary and Respiratory Medicine ,Tachycardia ,Male ,medicine.medical_specialty ,Adolescent ,medicine.medical_treatment ,030204 cardiovascular system & hematology ,03 medical and health sciences ,Electrophysiology study ,Electrocardiography ,0302 clinical medicine ,Sex Factors ,Risk Factors ,Internal medicine ,Atrial Fibrillation ,Left atrial enlargement ,Medicine ,Humans ,Obesity ,Child ,Retrospective Studies ,medicine.diagnostic_test ,business.industry ,Electrodiagnosis ,Age Factors ,Atrial fibrillation ,medicine.disease ,Ablation ,Atrioventricular reentrant tachycardia ,Electrophysiological Phenomena ,030228 respiratory system ,Cardiology ,Etiology ,Catheter Ablation ,Surgery ,Female ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business ,Body mass index ,Follow-Up Studies - Abstract
Introduction Atrial fibrillation (AF) is a very common tachyarrhythmia with increasing prevalence with age, but uncommon in the pediatric population. Understanding that AF increases comorbidities make the need for investigation and potential elimination of alternate etiologies in pediatric AF patients critical. The objective of this study was to review our institutional data and compare our findings with previously documented adult AF risk factors to pediatric patients while also identifying which patients had alternate electrophysiology diagnoses amenable to transcatheter ablation. Methods A retrospective chart review was performed identifying AF patients who were less than 21 years old, had no significant congenital cardiovascular anomalies, a documented episode of AF on electrocardiogram and underwent invasive electrophysiology study (EPS). Results Nineteen patients were identified over a 9-year period of time finding a male predominance (74%), the average age of 14.95 ± 4.17 years, the average weight of 78.5 ± 31.4 kg, and average body mass index of 26.8 ± 6.87 kg/m2 . Preprocedural left atrial volumes made on echocardiograms demonstrated a mean of 33.96 ± 16.35 mL/m2 (Z-scores -0.81 ± 1.50), indicating no dilation. Five of nineteen patients (26%) had additional electrophysiologic diagnoses during EPS, including atrioventricular reentrant tachycardia (n = 2, 10%) and atrioventricular nodal reentrant tachycardia (n = 3, 16%). Four patients underwent successful ablation with no documented or clinical AF recurrence. Conclusions Adult risk factors of male predominance and obesity were seen in pediatric AF patients, while left atrial enlargement was not. Twenty-one percent of the pediatric AF patients who had additional electrophysiologic substrates and successful ablations resulted in no further clinical episodes of AF. This suggests that pediatric patients presenting with AF might benefit from an EPS as part of a complete evaluation.
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- 2020
43. 2021 PACES expert consensus statement on the indications and management of cardiovascular implantable electronic devices in pediatric patients: Executive summary
- Author
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Michael J. Silka, Maully J. Shah, Jennifer N. Avari Silva, Seshadri Balaji, Cheyenne M. Beach, Monica N. Benjamin, Charles I. Berul, Bryan Cannon, Frank Cecchin, Mitchell I. Cohen, Aarti S. Dalal, Brynn E. Dechert, Anne Foster, Roman Gebauer, M. Cecilia Gonzalez Corcia, Prince J. Kannankeril, Peter P. Karpawich, Jeffery J. Kim, Mani Ram Krishna, Peter Kubuš, Martin J. LaPage, Douglas Y. Mah, Lindsey Malloy-Walton, Aya Miyazaki, Kara S. Motonaga, Mary C. Niu, Melissa Olen, Thomas Paul, Eric Rosenthal, Elizabeth V. Saarel, Massimo Stefano Silvetti, Elizabeth A. Stephenson, Reina B. Tan, John Triedman, Nicholas H. Von Bergen, Philip L. Wackel, Philip M. Chang, Fabrizio Drago, Anne M. Dubin, Susan P. Etheridge, Apichai Kongpatanayothin, Jose Manuel Moltedo, Ashish A. Nabar, and George F. Van Hare
- Subjects
Lead removal ,PACES ,medicine.medical_treatment ,Arrhythmogenic cardiomyopathy ,Sports and physical activity ,030204 cardiovascular system & hematology ,Pediatrics ,0302 clinical medicine ,Insertable cardiac monitor ,Implantable cardioverter defibrillator ,Genetic arrhythmias ,030212 general & internal medicine ,Child ,Children ,Transvenous ,Cardiac channelopathies ,Low- and middle-income countries ,Executive summary ,Antitachycardia pacing ,Heart ,Neuromuscular disease ,Implantable cardioverter-defibrillator ,Ambulatory ECG monitoring ,Hypertrophic cardiomyopathy ,3. Good health ,Defibrillators, Implantable ,Pacemaker ,Echocardiography ,Catecholaminergic polymorphic ventricular tachycardia ,Cardiac transplantation ,Medical emergency ,Long QT syndrome ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,Atrioventricular block ,MR imaging ,Cardiomyopathy ,Sick sinus syndrome ,Heart failure ,Context (language use) ,Syncope ,Endocardial lead ,Heart block ,03 medical and health sciences ,Sudden cardiac arrest ,Physiology (medical) ,Cardiac conduction ,Bradycardia ,medicine ,Humans ,Brugada syndrome ,Ventricular fibrillation ,Postoperative ,Antiarrhythmic drug therapy ,Shared decision-making ,Congenital heart disease ,Practical Guideline ,Statement (computer science) ,Lead extraction ,Cardiovascular implantable electronic devices ,ECG ,business.industry ,Asystole ,Expert consensus ,Ventricular tachycardia ,Evidence-based medicine ,medicine.disease ,Epicardial lead ,Sudden cardiac death ,Remote monitoring ,Death, Sudden, Cardiac ,Pediatrics, Perinatology and Child Health ,Tachycardia, Ventricular ,Coronary artery compression ,Electronics ,business ,Expert consensus statement - Abstract
Guidelines for the implantation of cardiac implantable electronic devices (CIEDs) have evolved since publication of the initial ACC/AHA pacemaker guidelines in 1984 [ 1 ]. CIEDs have evolved to include novel forms of cardiac pacing, the development of implantable cardioverter defibrillators (ICDs) and the introduction of devices for long term monitoring of heart rhythm and other physiologic parameters. In view of the increasing complexity of both devices and patients, practice guidelines, by necessity, have become increasingly specific. In 2018, the ACC/AHA/HRS published Guidelines on the Evaluation and Management of Patients with Bradycardia and Cardiac Conduction Delay [ 2 ], which were specific recommendations for patients >18 years of age. This age-specific threshold was established in view of the differing indications for CIEDs in young patients as well as size-specific technology factors. Therefore, the following document was developed to update and further delineate indications for the use and management of CIEDs in pediatric patients, defined as ≤21 years of age, with recognition that there is often overlap in the care of patents between 18 and 21 years of age. This document is an abbreviated expert consensus statement (ECS) intended to focus primarily on the indications for CIEDs in the setting of specific disease/diagnostic categories. This document will also provide guidance regarding the management of lead systems and follow-up evaluation for pediatric patients with CIEDs. The recommendations are presented in an abbreviated modular format, with each section including the complete table of recommendations along with a brief synopsis of supportive text and select references to provide some context for the recommendations. This document is not intended to provide an exhaustive discussion of the basis for each of the recommendations, which are further addressed in the comprehensive PACES-CIED document [ 3 ], with further data easily accessible in electronic searches or textbooks.
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- 2022
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- View/download PDF
44. Coronary sinus morphology in pediatric patients with supraventricular tachycardia
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Tammy M. Bowman, Matthew B. Ambrose, Jennifer N. Avari Silva, George F. Van Hare, Michael W. Rudokas, and Joshua Murphy
- Subjects
Male ,Tachycardia ,medicine.medical_specialty ,Adolescent ,Accessory pathway ,030204 cardiovascular system & hematology ,Pediatrics ,Risk Assessment ,Cohort Studies ,03 medical and health sciences ,Sex Factors ,0302 clinical medicine ,Heart Conduction System ,Recurrence ,Windsock ,Physiology (medical) ,Internal medicine ,Tachycardia, Supraventricular ,medicine ,Humans ,Tachycardia, Atrioventricular Nodal Reentry ,Prospective Studies ,030212 general & internal medicine ,Child ,Coronary sinus ,Body surface area ,Academic Medical Centers ,Chi-Square Distribution ,business.industry ,Age Factors ,Coronary Sinus ,medicine.disease ,Atrioventricular node ,Electrophysiology ,Survival Rate ,Ostium ,Treatment Outcome ,medicine.anatomical_structure ,Catheter Ablation ,Cardiology ,Female ,Supraventricular tachycardia ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business ,Follow-Up Studies - Abstract
The anatomic basis of atrioventricular node reentrant tachycardia (AVNRT) remains incompletely characterized in children. Differences in coronary sinus (CS) size and morphology have been observed in adults with AVNRT but have not been well characterized in children. Children (
- Published
- 2018
- Full Text
- View/download PDF
45. Use of intravenous sotalol in newborns with supraventricular tachycardia
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Jennifer N. Avari Silva, Jennifer Wolff, Hannah Kim, Aarti Dalal, and George F. Van Hare
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medicine.medical_specialty ,MEDLINE ,Case Report ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Text mining ,Internal medicine ,Neonatal ,medicine ,Diseases of the circulatory (Cardiovascular) system ,Intravenous sotalol ,030212 general & internal medicine ,Ectopic atrial tachycardia ,business.industry ,Sotalol ,Antiarrhythmics ,medicine.disease ,Supraventricular tachycardia ,RC666-701 ,Cardiology ,Cardiology and Cardiovascular Medicine ,business ,medicine.drug - Published
- 2017
46. Contributors
- Author
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Aref Albakri, Soufian T. AlMahameed, Irena Andršová, Samuel J. Asirvatham, Jennifer N. Avari Silva, Ljuba Bacharova, Giuseppe Bagliani, Rody Barakat, Michel M. Barakat, Valentina Barletta, Petra Barthel, Markéta Bébarová, Hiroko Beck, Bernard Belhassen, Girish Bende, Anna Berkefeld, Ulrika Birgersdotter-Green, Ksenia Blinova, Carina Blomström-Lundqvist, Maria Grazia Bongiorni, Thomas Brand, Raffaele Bugiardini, T. Jared Bunch, Alessandro Castiglione, Edina Cenko, Sofia Chatzidou, Jennifer Chee, Mihail G. Chelu, Shih Ann Chen, Giuseppe Ciconte, Anne B. Curtis, Stephanie Curtis, Iwona Cygankiewicz, Aarti S. Dalal, John D. Day, Veronica Della Tommasina, Abhishek J. Deshmukh, Polychronis Dilaveris, Roberto Di Summa, Mehmet Dogan, Jun Dong, Jeanne du Fay de Lavallaz, Lee L. Eckhardt, Elena Efimova, Sabine Ernst, Ameenathul M. Fawzy, Fiorenzo Gaita, Libet Garber, Christine Garnett, Georgios Georgiopoulos, Anne M. Gillis, Carla Giustetto, M. Cecilia Gonzalez Corcia, Moti Haim, Brian P. Halliday, Mohamed H. Hamdan, Daniel J. Hammersley, Juha E.K. Hartikainen, Kristina H. Haugaa, M. Anette E. Haukilahti, Arto J. Hautala, Kateřina Helánová, Katerina Hnatkova, Yu-Feng Hu, Xiao Hu, David Hurley, Sei Iwai, Victoria Jacobs, Jason T. Jacobson, Cynthia A. James, Hongying Jiang, Camelle Jones, Richard E. Jones, M. Juhani Junttila, Alan H. Kadish, Laura Karavirta, Saima Karim, Dilip Karnad, Anne Karunatilleke, Elizabeth S. Kaufman, Tuomas V. Kenttä, Louise Kezerle, Fouad M. Khalil, Thomas Klingenheben, M. Kloosterman, Christos Kontogiannis, Gurukripa N. Kowlgi, Anne M. Kroman, Valentina Kutyifa, Rachel Lampert, Jari Laukkanen, Hyon Jae Lee, Pavel Leinveber, Ida S. Leren, Fabio V. Lima, Cecilia Linde, Emanuela T. Locati, Peter W. Macfarlane, Hamish Maclachlan, Timo H. Mäkikallio, Marek Malik, Olivia Manfrini, Qussay Marashly, Eleni Margioula, James A. McCaffrey, Nandini S. Mehra, Anat Milman, Sarah Moharem-Elgamal, Nebojša Mujović, Darbhamulla V. Nagarajan, Petr Nemec, Tomáš Novotný, Louisa O'Neill, Katja E. Odening, Gopi Krishna Panicker, Carlo Pappone, Kristen K. Patton, Michele M. Pelter, Mattia Peyracchia, Tratjana Potpara, Benjamin E. Powell, Bjerregaard Preben, Andrea Sarkozy, Birke Schneider, Luca Segreti, Kimberly A. Selzman, Sanjay Sharma, Martina Šišáková, D.A. Spears, Francesco Raffaele Spera, Lenka Špinarová, Phyllis K. Stein, Kathleen Stergiopoulos, Christian Sticherling, Graham Stuart, Alan M. Sugrue, Emma Svennberg, Hiroshi Tada, Konstantinos Tampakis, Larisa G. Tereshchenko, Henri Terho, Anneline S.J.M. te Riele, Jani T. Tikkanen, Ondřej Toman, Elisabetta Toso, Cynthia M. Tracy, Danijela Trifunovic, James M.A. Turner, Vaibhav R. Vaidya, Isabelle C. Van Gelder, Tharni Vasavan, Richard L. Verrier, Granit Veseli, Jose Vicente, Catherine Williamson, Wendy W. Wu, Gregory YH. Lip, Arwa Younis, Markus Zabel, Zafraan Zathar, Jessica K. Zegre-Hemsey, Nan Zheng, and Giulio Zucchelli
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- 2020
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47. Sudden infant death and electrophysiology abnormalities in young children
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Aarti Dalal and Jennifer N. Avari Silva
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Pediatrics ,medicine.medical_specialty ,business.industry ,Infant morbidity ,cardiovascular system ,Etiology ,Medicine ,Sudden infant death syndrome ,business ,Infant mortality ,Sudden infant death - Abstract
Sex variation in sudden infant death syndrome has been researched and well-established. Over the past several decades with the advancement of molecular autopsies, a percentage of these sudden infant deaths has been found to have an underlying cardiac etiology for their arrests. In this chapter, we will explore these associations and better understand the interrelationship of sudden infant death, sex, and inherited arrhythmia syndromes. In addition, we will explore other cardiac arrhythmias, both bradyarrhythmias and tachyarrhythmias, that contribute to infant morbidity and mortality and the sex differences in these populations.
- Published
- 2020
- Full Text
- View/download PDF
48. Catheter Ablation in Pediatric Congenital Heart Disease
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George F. Van Hare and Jennifer N. Avari Silva
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Heart Defects, Congenital ,Tachycardia ,medicine.medical_specialty ,Heart disease ,business.industry ,medicine.medical_treatment ,Perspective (graphical) ,MEDLINE ,Arrhythmias, Cardiac ,Catheter ablation ,medicine.disease ,Surgery ,Physiology (medical) ,Catheter Ablation ,medicine ,Humans ,medicine.symptom ,Child ,Cardiology and Cardiovascular Medicine ,business - Published
- 2019
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49. Extended Reality in Medical Practice
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Christopher M. Andrews, Jonathan R. Silva, Jennifer N. Avari Silva, and Michael K. Southworth
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business.industry ,Medical instruments ,Medical practice ,Overlay ,Cardiac catheterization lab ,030204 cardiovascular system & hematology ,Stereo display ,Article ,Visualization ,03 medical and health sciences ,0302 clinical medicine ,Human–computer interaction ,Cardiac interventions ,Informatics ,Medicine ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
PURPOSE OF REVIEW: Advances in display technology and computing have led to new devices capable of overlaying digital information onto the physical world or incorporating aspects of the physical world into virtual scenes. These combinations of digital and physical environments are referred to as extended realities. Extended reality (XR) devices offer many advantages for medical applications including realistic 3D visualization and touch-free interfaces that can be used in sterile environments. This review introduces extended reality and describes how it can be applied to medical practice. RECENT FINDINGS: The 3D displays of extended reality devices are valuable in situations where spatial information such as patient anatomy and medical instrument position is important. Applications that take advantage of these 3D capabilities include teaching and pre-operative planning. The utility of extended reality during interventional procedures has been demonstrated with through 3D visualizations of patient anatomy, scar visualization, and real-time catheter tracking with touch-free software control. SUMMARY: Extended reality devices have been applied to education, pre-procedural planning, and cardiac interventions. These devices excel in settings where traditional devices are difficult to use, such as in the cardiac catheterization lab. New applications of extended reality in cardiology will continue to emerge as the technology improves.
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- 2019
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50. ASSESSMENT OF APPLEWATCH SERIES 6 PULSE OXIMETRY AND ECG ALGORITHM IN CHILDREN
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William B. Orr, Jennifer N. Avari Silva, George F. Van Hare, Lauren M. Littell, Nathan Miller, Aarti Dalal, and Lisa Roelle
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Pulse oximetry ,Series (mathematics) ,medicine.diagnostic_test ,business.industry ,medicine ,Pattern recognition ,Artificial intelligence ,Cardiology and Cardiovascular Medicine ,business - Published
- 2021
- Full Text
- View/download PDF
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