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Shelke S, Veerubhotla K, Lee Y, Lee CH. Telehealth of cardiac devices for CVD treatment. Biotechnol Bioeng 2024; 121:823-834. [PMID: 38151894 DOI: 10.1002/bit.28637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 12/29/2023]
Abstract
This review covers currently available cardiac implantable electronic devices (CIEDs) as well as updated progress in real-time monitoring techniques for CIEDs. A variety of implantable and wearable devices that can diagnose and monitor patients with cardiovascular diseases are summarized, and various working mechanisms and principles of monitoring techniques for Telehealth and mHealth are discussed. In addition, future research directions are presented based on the rapidly evolving research landscape including Artificial Intelligence (AI).
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Affiliation(s)
- Sushil Shelke
- Division of Pharmacology and Pharmaceutics Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Krishna Veerubhotla
- Division of Pharmacology and Pharmaceutics Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Yugyung Lee
- Division of Computer Science, School of Science and Engineering, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Chi H Lee
- Division of Pharmacology and Pharmaceutics Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, Missouri, USA
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2
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Menezes Junior AS, Rivera A, Ayumi Miyawaki I, Gewehr DM, Nascimento B. Long-Term Remote vs. Conventional Monitoring of Pacemakers: Systematic Review and Meta-Analysis of Randomized Controlled Trials. Curr Cardiol Rep 2023; 25:1415-1424. [PMID: 37751037 DOI: 10.1007/s11886-023-01963-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 09/27/2023]
Abstract
PURPOSE OF REVIEW Remote monitoring (RM) is the standard of care for patients with cardiac implantable electronic devices (CIEDs), particularly pacemakers. However, the long-term outcomes of RM versus conventional monitoring (CM) of pacemakers and its effectiveness in reducing in-office (IO) visits for device reprogramming require elucidation. This systematic review and meta-analysis aimed to compare the RM and CM of pacemakers over a long-term follow-up. RECENT FINDINGS We systematically searched the PubMed/MEDLINE, Embase, Cochrane, and ClinicalTrials.gov databases for randomized controlled trials (RCTs) comparing RM and CM of pacemakers with at least 12 months of follow-up. Binary endpoints were pooled with risk ratios (RRs), whereas continuous outcomes were computed using mean differences (MDs) or standardized MDs (SMDs). Heterogeneity was assessed using I2 statistics. Among the eight included RCTs, 2159 (48.9%) of 4063 patients underwent RM. Follow-up periods ranged from 12 to 24 months. There were no significant between-group differences in all-cause mortality (RR = 1.19; 95% confidence interval [CI], 0.90-1.57; p = 0.22; I2 = 0%), stroke (RR = 0.90; 95% CI, 0.43-1.91; p = 0.79; I2 = 23%), hospitalizations for cardiovascular and/or device-related adverse events (RR = 0.95; 95% CI, 0.75-1.21; p = 0.70; I2 = 0%), and quality of life (SMD = - 0.06; 95% CI, - 0.22 to 0.10; p = 0.473; I2 = 0%). RM was associated with fewer IO visits/patient/year (MD = 0.98; 95% CI, - 1.64 to - 0.33; p = 0.08; I2 = 98%) and higher rates of atrial tachyarrhythmia (ATA) detection (RR = 1.22; 95% CI, 1.01-1.48; p = 0.04; I2 = 0%) than was CM. This meta-analysis suggests that RM of pacemakers leads to higher rates of ATA detection and fewer IO visits/patient/year, without compromising patient safety.
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Affiliation(s)
| | - André Rivera
- Department of Medicine, Nove de Julho University, São Bernardo do Campo, Brazil
| | | | - Douglas Mesadri Gewehr
- Curitiba Heart Institute, Curitiba, Brazil
- Science, and Technology, Denton Cooley Institute of Research, Curitiba, Brazil
| | - Bárbara Nascimento
- Department of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez-Cabanillas N, Abe H, Boveda S, Chew DS, Choi JI, Dagres N, Dalal AS, Dechert BE, Frazier-Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, DeEllen Mirza S, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim-Teixeira R, Vandenberk B, Varma N. 2023 HRS/EHRA/APHRS/LAHRS expert consensus statement on practical management of the remote device clinic. Heart Rhythm 2023; 20:e92-e144. [PMID: 37211145 DOI: 10.1016/j.hrthm.2023.03.1525] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 03/28/2023] [Indexed: 05/23/2023]
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health Hospital, Kitakyushu, Japan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of Leipzig, Leipzig, Germany
| | - Aarti S Dalal
- Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | - Olivia Gilbert
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina
| | - Janet K Han
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | | | | | | | | | | | - Mary Runte
- University of Lethbridge, Lethbridge, Alberta, Canada
| | | | | | - Bert Vandenberk
- University of Calgary, Calgary, Alberta, Canada; Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez‐Cabanillas N, Abe H, Boveda S, Chew DS, Choi J, Dagres N, Dalal AS, Dechert BE, Frazier‐Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, Mirza SD, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim‐Teixeira R, Vandenberk B, Varma N, Davenport E, Freedenberg V, Glotzer TV, Huang J, Ikeda T, Kramer DB, Lin D, Rojel‐Martínez U, Stühlinger M, Varosy PD. 2023 HRS/EHRA/APHRS/LAHRS Expert Consensus Statement on Practical Management of the Remote Device Clinic. J Arrhythm 2023; 39:250-302. [PMID: 37324757 PMCID: PMC10264760 DOI: 10.1002/joa3.12851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023] Open
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health HospitalJapan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of LeipzigLeipzigGermany
| | | | | | | | | | - Janet K. Han
- VA Greater Los Angeles Healthcare SystemLos AngelesCalifornia
| | | | | | | | | | | | - Mary Runte
- University of LethbridgeLethbridgeAlbertaCanada
| | | | | | - Bert Vandenberk
- University of CalgaryCalgaryAlbertaCanada
- Department of Cardiovascular SciencesLeuvenBelgium
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Bawa D, Kabra R, Ahmed A, Bansal S, Darden D, Pothineni NVK, Gopinathannair R, Lakkireddy D. Data deluge from remote monitoring of cardiac implantable electronic devices and importance of clinical stratification. Heart Rhythm O2 2023; 4:374-381. [PMID: 37361614 PMCID: PMC10288027 DOI: 10.1016/j.hroo.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023] Open
Abstract
Background Remote monitoring (RM) has been accepted as a standard of care for follow-up of patients with cardiac implantable electronic devices (CIEDs). However, the resulting data deluge poses major challenge to device clinics. Objective This study aimed to quantify the data deluge from CIED and stratify these data based on clinical relevance. Methods The study included patients from 67 device clinics across the United States being remotely monitored by Octagos Health. The CIEDs included implantable loop recorders, pacemakers, implantable cardioverter-defibrillators, cardiac resynchronization therapy defibrillators, and cardiac resynchronization therapy pacemakers. Transmissions were either dismissed before reaching the clinical practice if they were repetitive or redundant or were forwarded if they were either clinically relevant or actionable transmission (alert). The alerts were further classified as level 1, 2, or 3 based on clinical urgency. Results A total of 32,721 patients with CIEDs were included. There were 14,465 (44.2%) patients with pacemakers, 8381 (25.6%) with implantable loop recorders, 5351 (16.4%) with implantable cardioverter-defibrillators, 3531 (10.8%) with cardiac resynchronization therapy defibrillators, and 993 (3%) with cardiac resynchronization therapy pacemakers. Over a period of 2 years of RM, 384,796 transmissions were received. Of these, 220,049 (57%) transmissions were dismissed, as they were either redundant or repetitive. Only 164,747 (43%) transmissions were transmitted to the clinicians, of which only 13% (n = 50,440) had clinical alerts, while 30.6% (n = 114,307) were routine transmissions. Conclusion Our study shows that data deluge from RM of CIEDs can be streamlined by utilization of appropriate screening strategies that will enhance efficiency of device clinics and provide better patient care.
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Affiliation(s)
- Danish Bawa
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
| | - Rajesh Kabra
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
| | - Adnan Ahmed
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
| | - Shanti Bansal
- Department of Electrophysiology, Houston Heart Rhythm and Octagos Health, Houston, Texas
| | - Douglas Darden
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
| | | | - Rakesh Gopinathannair
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
| | - Dhanunjaya Lakkireddy
- Department of Electrophysiology, Kansas City Heart Rhythm Institute, Overland Park, Kansas
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez-Cabanillas N, Abe H, Boveda S, Chew DS, Choi JI, Dagres N, Dalal AS, Dechert BE, Frazier-Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, Mirza SD, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim-Teixeira R, Vandenberk B, Varma N, Davenport E, Freedenberg V, Glotzer TV, Huang JL, Ikeda T, Kramer DB, Lin D, Rojel-Martínez U, Stühlinger M, Varosy PD. 2023 HRS/EHRA/APHRS/LAHRS Expert Consensus Statement on Practical Management of the Remote Device Clinic. Europace 2023; 25:euad123. [PMID: 37208301 PMCID: PMC10199172 DOI: 10.1093/europace/euad123] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023] Open
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health Hospital, Kitakyushu, Japan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of Leipzig, Leipzig, Germany
| | - Aarti S Dalal
- Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | - Olivia Gilbert
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina
| | - Janet K Han
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | | | | | | | | | | | - Mary Runte
- University of Lethbridge, Lethbridge, Alberta, Canada
| | | | | | - Bert Vandenberk
- University of Calgary, Calgary, Alberta, Canada
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
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Bawa D, Ahmed A, Darden D, Kabra R, Garg J, Bansal S, Olsen E, Atkins D, Rahim A, Pham N, Gopinathannair R, Pothineni NVK, Park P, Tummala R, Koerber S, Natale A, Lakkireddy D. Impact of Remote Cardiac Monitoring on Greenhouse Gas Emissions: Global Cardiovascular Carbon Footprint Project. JACC. ADVANCES 2023; 2:100286. [PMID: 38939591 PMCID: PMC11198686 DOI: 10.1016/j.jacadv.2023.100286] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 02/18/2023] [Indexed: 06/29/2024]
Abstract
Background Remote monitoring (RM) of patients with cardiac implantable electronic devices (CIEDs) is efficient and requires fewer resources than conventional monitoring. However, the impact of RM on the carbon footprint (CF) is not known. Objectives The authors sought to evaluate the reduction in cost and greenhouse gas (GHG) emissions with RM as compared to conventional monitoring of CIEDs and its relevance to CF. Methods Data were obtained from a third-party RM provider on 32,811 patients from 67 device clinics across the United States. Distance from home address to the device clinic for patients on RM was calculated. Savings in total distance traveled over 2 years was calculated using frequency of follow-up required for the device type. National fuel efficiency data and carbon emission data were obtained from the Bureau of Transportation Statistics and U.S. Environmental Protective Agency, respectively. The average gas price during the study period was obtained from U.S. Energy Information Administration. Results In the study population, RM resulted in a total saving of 31.7 million travel miles at $3.45 million and reduction of 12,518 metric ton of GHG from gasoline. There was a reduction of 14.2-million-page printouts, $3 million in cost, and 78 tons of GHG. Improvement in workforce efficiency with RM resulted in savings of $3.7 million. There was a net saving of $10.15 million and 12,596 tons of GHG emissions. Conclusions RM of patients with a CIED resulted in significant reductions in GHG emissions. Efforts to actively promoting RM can result in significant reduction in CF.
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Affiliation(s)
- Danish Bawa
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Adnan Ahmed
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Douglas Darden
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Rajesh Kabra
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Jalaj Garg
- Division of Cardiology, Cardiac Arrhythmia Service, Loma Linda University Health, Loma Linda, California, USA
| | - Shanti Bansal
- Houston Heart Rhythm and Octagos Health, Houston, Texas, USA
| | - Eric Olsen
- Houston Heart Rhythm and Octagos Health, Houston, Texas, USA
| | - Donita Atkins
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Anam Rahim
- Division of School of Nursing, University of Texas Medical Branch, Galveston, Texas, USA
| | - Nicholas Pham
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | | | | | - Peter Park
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | | | - Scott Koerber
- Kansas City Heart Rhythm Institute, Overland Park, Kansas, USA
| | - Andrea Natale
- Texas Cardiac Arrhythmia Institute, Austin, Texas, USA
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Rocha MEQA, Lima NDA, Pinho LGB, Gondim DSP, Miná CPC, Rocha EAQA, Rocha MCT, Nobre JS, Pereira FTM, Prakash P, Maia FPA, Rocha EA. Remote monitoring of pacemakers and defibrillators: Effective and safe in Brazil? Heart Rhythm O2 2022; 3:736-742. [PMID: 36589013 PMCID: PMC9795284 DOI: 10.1016/j.hroo.2022.10.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background The remote monitoring (RM) of cardiac implantable electronic devices (CIEDs) has become a common method of in-home monitoring and follow-up in high-income countries given its effectiveness, safety, convenience, and the possibility of early intervention. However, in Brazil, RM is still underutilized. Objectives This observational study aims to demonstrate our experience of using RM in Brazil and the predictive factors of RM of CIED follow-up in Brazil. Methods This was a prospective cohort study of patients with a CIED. Event rates are reported and clinical responses to those findings and outcomes based on the detection of RM. A logistic regression model was performed to identify predictors of more events, with P < .05 for statistical significance. Results This study evaluated consecutive 119 patients: 30.2% with pacemakers, 42.8% with implantable cardioverter-defibrillator, 22.7% with cardiac resynchronization therapy (CRT) with defibrillator, and 3.3% with CRT with pacemaker. Events were detected in 63.9% of the cases in 29.5 ± 23 months of follow-up. The outcomes found were that 44.5% needed elective evaluation in medical treatment and 23.5% needed immediate evaluation in therapy. Logistic regression analysis showed that the groups with CRT or CRT with defibrillator (75.0%), reduced ejection fraction (76.5%), and New York Heart Association functional class ≥II (75.0%) had the highest RM event rates. Conclusions RM proved to be effective and safe in the follow-up of patients with CIEDs in Brazil, allowing early interventions and facilitating therapeutic management.
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Affiliation(s)
| | - Neiberg de Alcantara Lima
- Division of Cardiology, Department of Internal Medicine, Wayne State University, Detroit, Michigan,Address reprint requests and correspondence: Dr Neiberg de Alcantara Lima, Division of Cardiology, Department of Internal Medicine, Wayne State University, 3990 John R. Street, 4 Hudson, Detroit, MI 48021.
| | | | | | | | | | | | - Juvêncio Santos Nobre
- Department of Statistics and Applied Mathematics, Federal University of Ceara, Fortaleza, Brazil
| | | | - Preeya Prakash
- Division of Cardiology, Department of Internal Medicine, Wayne State University, Detroit, Michigan
| | | | - Eduardo Arrais Rocha
- Postgraduate Program in Cardiovascular Sciences, Federal University of Ceara, Fortaleza, Brazil
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Amaral AP, Montgomery JA. Remote Programming of Cardiac Implantable Electronic Devices for MRI: Are We Ready to Change the Channel? J Cardiovasc Electrophysiol 2022; 33:1010-1012. [PMID: 35245404 DOI: 10.1111/jce.15438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 02/28/2022] [Indexed: 11/30/2022]
Abstract
Magnetic resonance imaging (MRI) has become an indispensable diagnostic tool across many fields of clinical medicine. Although reprogramming of cardiac implantable electronic devices (CIEDs) for MRI is now routine at most institutions, early experiences were notable for potential adverse effects such as device-related heating, device or lead movement, and device malfunction. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Ansel Philip Amaral
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Jay Alan Montgomery
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN
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