15 results on '"Turakhia, Mintu P"'
Search Results
2. Guideline-Concordant Antiarrhythmic Drug Use in the Get With The Guidelines-Atrial Fibrillation Registry.
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Field, Michael E., Holmes, DaJuanicia N., Page, Richard L., Fonarow, Gregg C., Matsouaka, Roland A., Turakhia, Mintu P., Lewis, William R., Piccini, Jonathan P., Piccini, Jonathan P Sr, and Get With The Guidelines-AFIB Clinical Working Group and Hospitals
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MYOCARDIAL depressants ,RESEARCH ,RESEARCH methodology ,ATRIAL fibrillation ,ACQUISITION of data ,RETROSPECTIVE studies ,MEDICAL cooperation ,EVALUATION research ,MEDICAL protocols ,COMPARATIVE studies ,LONGITUDINAL method - Abstract
Background: Antiarrhythmic drug (AAD) therapy for atrial fibrillation (AF) can be associated with both proarrhythmic and noncardiovascular toxicities. Practice guidelines recommend tailored AAD therapy for AF based on patient-specific characteristics, such as coronary artery disease and heart failure, to minimize adverse events. However, current prescription patterns for specific AADs and the degree to which these guidelines are followed in practice are unknown.Methods: Patients enrolled in the Get With The Guidelines-Atrial Fibrillation registry with a primary diagnosis of AF discharged on an AAD between January 2014 and November 2018 were included. We analyzed rates of prescription of each AAD in several subgroups including those without structural heart disease. We classified AAD use as guideline concordant or nonguideline concordant based on 6 criteria derived from the American Heart Association/American College of Cardiology/Heart Rhythm Society AF guidelines. Guideline concordance for amiodarone was not considered applicable, since its use is not specifically contraindicated in the guidelines for reasons such as structural heart disease or renal function. We analyzed guideline-concordant AAD use by specific patient and hospital characteristics, and regional and temporal trends.Results: Among 21 921 patients from 123 sites, the median age was 69 years, 46% female and 51% had paroxysmal AF. The most commonly prescribed AAD was amiodarone (38%). Sotalol (23.2%) and dofetilide (19.2%) were each more commonly prescribed than either flecainide (9.8%) or propafenone (4.8%). Overall guideline-concordant AAD prescription at discharge was 84%. Guideline-concordant AAD use by drug was as follows: dofetilide 93%, sotalol 66%, flecainide 68%, propafenone 48%, and dronedarone 80%. There was variability in rate of guideline-concordant AAD use by hospital and geographic region.Conclusions: Amiodarone remains the most commonly prescribed AAD for AF followed by sotalol and dofetilide. Rates of guideline-concordant AAD use were high, and there was significant variability by specific drugs, hospitals, and regions, highlighting opportunities for additional quality improvement. [ABSTRACT FROM AUTHOR]- Published
- 2021
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3. Wavefront Field Mapping Reveals a Physiologic Network Between Drivers Where Ablation Terminates Atrial Fibrillation.
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Leef, George, Shenasa, Fatemah, Bhatia, Neal K., Rogers, Albert J., Sauer, William, Miller, John M., Swerdlow, Mark, Tamboli, Mallika, Alhusseini, Mahmood I., Armenia, Erin, Baykaner, Tina, Brachmann, Johannes, Turakhia, Mintu P., Atienza, Felipe, Rappel, Wouter-Jan, Wang, Paul J., and Narayan, Sanjiv M.
- Abstract
Background: Localized drivers are proposed mechanisms for persistent atrial fibrillation (AF) from optical mapping of human atria and clinical studies of AF, yet are controversial because drivers fluctuate and ablating them may not terminate AF. We used wavefront field mapping to test the hypothesis that AF drivers, if concurrent, may interact to produce fluctuating areas of control to explain their appearance/disappearance and acute impact of ablation.Methods: We recruited 54 patients from an international registry in whom persistent AF terminated by targeted ablation. Unipolar AF electrograms were analyzed from 64-pole baskets to reconstruct activation times, map propagation vectors each 20 ms, and create nonproprietary phase maps.Results: Each patient (63.6±8.5 years, 29.6% women) showed 4.0±2.1 spatially anchored rotational or focal sites in AF in 3 patterns. First, a single (type I; n=7) or, second, paired chiral-antichiral (type II; n=5) rotational drivers controlled most of the atrial area. Ablation of 1 to 2 large drivers terminated all cases of types I or II AF. Third, interaction of 3 to 5 drivers (type III; n=42) with changing areas of control. Targeted ablation at driver centers terminated AF and required more ablation in types III versus I (P=0.02 in left atrium).Conclusions: Wavefront field mapping of persistent AF reveals a pathophysiologic network of a small number of spatially anchored rotational and focal sites, which interact, fluctuate, and control varying areas. Future work should define whether AF drivers that control larger atrial areas are attractive targets for ablation. [ABSTRACT FROM AUTHOR]- Published
- 2019
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4. Cost-Effectiveness of Percutaneous Closure of the Left Atrial Appendage in Atrial Fibrillation Based on Results From PROTECT AF Versus PREVAIL.
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Freeman, James V., Hutton, David W., Barnes, Geoffrey D., Zhu, Ruo P., Owens, Douglas K., Garber, Alan M., Go, Alan S., Hlatky, Mark A., Heidenreich, Paul A., Wang, Paul J., Al-Ahmad, Amin, and Turakhia, Mintu P.
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MEDICAL economics ,HEART atrium ,STROKE prevention ,ANTICOAGULANTS ,ATRIAL fibrillation ,CARDIOVASCULAR system ,COST effectiveness ,DECISION trees ,PROBABILITY theory ,RESEARCH funding ,SURVIVAL ,WARFARIN ,QUALITY-adjusted life years ,ECONOMICS ,SURGERY - Abstract
Background: Randomized trials of left atrial appendage (LAA) closure with the Watchman device have shown varying results, and its cost effectiveness compared with anticoagulation has not been evaluated using all available contemporary trial data.Methods and Results: We used a Markov decision model to estimate lifetime quality-adjusted survival, costs, and cost effectiveness of LAA closure with Watchman, compared directly with warfarin and indirectly with dabigatran, using data from the long-term (mean 3.8 year) follow-up of Percutaneous Closure of the Left Atrial Appendage Versus Warfarin Therapy for Prevention of Stroke in Patients With Atrial Fibrillation (PROTECT AF) and Prospective Randomized Evaluation of the Watchman LAA Closure Device in Patients With Atrial Fibrillation (PREVAIL) randomized trials. Using data from PROTECT AF, the incremental cost-effectiveness ratios compared with warfarin and dabigatran were $20 486 and $23 422 per quality-adjusted life year, respectively. Using data from PREVAIL, LAA closure was dominated by warfarin and dabigatran, meaning that it was less effective (8.44, 8.54, and 8.59 quality-adjusted life years, respectively) and more costly. At a willingness-to-pay threshold of $50 000 per quality-adjusted life year, LAA closure was cost effective 90% and 9% of the time under PROTECT AF and PREVAIL assumptions, respectively. These results were sensitive to the rates of ischemic stroke and intracranial hemorrhage for LAA closure and medical anticoagulation.Conclusions: Using data from the PROTECT AF trial, LAA closure with the Watchman device was cost effective; using PREVAIL trial data, Watchman was more costly and less effective than warfarin and dabigatran. PROTECT AF enrolled more patients and has substantially longer follow-up time, allowing greater statistical certainty with the cost-effectiveness results. However, longer-term trial results and postmarketing surveillance of major adverse events will be vital to determining the value of the Watchman in clinical practice. [ABSTRACT FROM AUTHOR]- Published
- 2016
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5. Atrial Fibrillation Burden and Short-Term Risk of Stroke: Case-Crossover Analysis of Continuously Recorded Heart Rhythm From Cardiac Electronic Implanted Devices.
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Turakhia, Mintu P., Ziegler, Paul D., Schmitt, Susan K., Yuchiao Chang, Jun Fan, Claire T. Than, Edmund K. Keung, Singer, Daniel E., Chang, Yuchiao, Fan, Jun, Than, Claire T, and Keung, Edmund K
- Abstract
Background: The temporal relationship of atrial fibrillation (AF) and stroke risk is controversial. We evaluated this relationship via a case-crossover analysis of ischemic strokes in a large cohort of patients with cardiac implantable electronic devices.Methods and Results: We identified 9850 patients with cardiac implantable electronic devices remotely monitored in the Veterans Administration Health Care System between 2002 and 2012. There were 187 patients with acute ischemic stroke and continuous heart rhythm monitoring for 120 days before the stroke (age, 69±8.4 years; 98% with an implantable defibrillator). We compared each patient's daily AF burden in the 30 days before stroke (case period) with their AF burden during days 91 to 120 pre stroke (control period). Defining positive AF burden as ≥5.5 hours of AF on any given day, 156 patients (83%) had no positive AF burden in both periods and, in fact, had little to no AF; 15 (8%) patients had positive AF burden in both periods. Among the discordant (informative) patients, 13 exceeded 5.5 hours of AF in the case period but not in the control period, whereas 3 had positive AF burden in the control but not in the case period (warfarin-adjusted odds ratio for stroke, 4.2; 95% confidence interval, 1.5-13.4). Odds ratio for stroke was highest (17.4; 95% confidence interval, 5.39-73.1) in the 5 days immediately after a qualifying occurrence of AF and decreased toward 1.0 as the period after the AF occurrence increased beyond 30 days.Conclusions: In this population with continuous heart rhythm recording, multiple hours of AF had a strong but transient effect raising stroke risk. [ABSTRACT FROM AUTHOR]- Published
- 2015
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6. Safety of ventricular tachycardia ablation in clinical practice: findings from 9699 hospital discharge records.
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Katz, David F, Turakhia, Mintu P, Sauer, William H, Tzou, Wendy S, Heath, Russell R, Zipse, Matthew M, Aleong, Ryan G, Varosy, Paul D, and Kao, David P
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CATHETER ablation ,DATABASES ,HOSPITALS ,MEDICAL records ,NOSOLOGY ,PATIENT safety ,RESEARCH funding ,RISK assessment ,SURGICAL complications ,ELECTIVE surgery ,DISCHARGE planning ,VENTRICULAR tachycardia ,TREATMENT effectiveness ,DISEASE incidence ,DIAGNOSIS - Abstract
Background: Outcomes of ventricular tachycardia (VT) ablation have been described in clinical trials and single-center studies. We assessed the safety of VT ablation in clinical practice.Methods and Results: Using administrative hospitalization data between 1994 and 2011, we identified hospitalizations with primary diagnosis of VT (International Classification of Diseases-9 Clinical Modification code: 427.1) and cardiac ablation (International Classification of Diseases-9 Clinical Modification code: 37.34). We quantified in-hospital adverse events (AEs), including death, stroke, intracerebral hemorrhage, pericardial complications, hematoma or hemorrhage, blood transfusion, or cardiogenic shock. Secondary outcomes included major AEs (stroke, tamponade, or death) and death. Multivariable mixed effects models identified patient and hospital characteristics associated with AEs. Of 9699 hospitalizations with VT ablations (age, 56.5 ± 17.6; 60.1% men), AEs were reported in 825 (8.5%), major AEs in 295 (3.0%), and death in 110 (1.1%). Heart failure had the strongest association with death (odds ratio, 5.52; 95% confidence interval, 2.97-10.3) and major AE (odds ratio, 2.99; 95% confidence interval, 2.15-4.16). Anemia (odds ratio, 4.84; 95% confidence interval, 3.79-6.19) and unscheduled admission (odds ratio, 1.64; 95% confidence interval, 1.37-1.97) were associated with AEs. During the study period, incidence of AEs increased from 9.2% to 12.8% as did the burden of AE risk factors (0.034 patient/y; P < 0.001). Hospital volume > 25 cases/y was associated with fewer AEs compared with lower volume centers (6.4% versus 8.8%; P = 0.008).Conclusions: VT ablation-associated AE rates in clinical practice are similar to those reported in the literature. Over time rates have increased as have the number of AE risk factors per patient. Ablations done electively and at hospitals with higher procedural volume are associated with lower incidence of AEs. [ABSTRACT FROM AUTHOR]- Published
- 2015
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7. Telemedicine for Management of Implantable Defibrillators: Lessons Learned and a Look Toward the Future.
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Turakhia, Mintu P.
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- 2017
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8. Sex Differences in Ablation Strategy, Lesion Sets, and Complications of Catheter Ablation for Atrial Fibrillation: An Analysis From the GWTG-AFIB Registry.
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Yunus, Fahd N., Perino, Alexander C., Holmes, DaJuanicia N. MS, Matsouaka, Roland A., Curtis, Anne B., Ellenbogen, Kenneth A., Frankel, David S., Knight, Bradley P., Russo, Andrea M., Lewis, William R., Piccini, Jonathan P. MHS, and Turakhia, Mintu P. S
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Background: When presenting for atrial fibrillation (AF) ablation, women, compared with men, tend to have more nonpulmonary vein triggers and advanced atrial disease. Whether this informs differences in AF ablation strategy is not well described. We aimed to characterize ablation strategy and complications by sex, using the Get With The Guidelines-AF registry. Methods: From the Get With The Guidelines-AF registry ablation feature, we included patients who underwent initial AF ablation procedure between January 7, 2016, and December 27, 2019. Patients were stratified based on AF type (paroxysmal versus nonparoxysmal) and sex. We compared patient demographics, ablation strategy, and complications by sex. Results: Among 5356 patients from 31 sites who underwent AF ablation, 1969 were women (36.8%). Women, compared with men, were older (66.8+/-9.6 versus 63.4+/-10.6, P <0.0001)> P <0.0001).> P =0.0002; inferior mitral isthmus line: 10.2% versus 7.0%, P =0.01; floor line: 46.1% versus 40.6%, P =0.02) than in men. In multivariable analysis, the association between patient sex and complications from ablation was not statistically significant. Conclusions: In this US wide AF ablation quality improvement registry, women with nonparoxysmal AF were more likely to receive adjunctive lesion sets compared with men. These findings suggest that patient sex may inform ablation strategy in ways that may not be strongly supported by evidence and emphasize the need to clarify optimal ablation strategies by sex. * When presenting for atrial fibrillation ablation, women, as compared with men, present with more nonpulmonary vein triggers and advanced atrial disease. * There is large variety in clinical practice with regards to usage of adjunctive lesion sets in atrial fibrillation ablation, both for paroxysmal and nonparoxysmal atrial fibrillation. * There is an underreporting of sex-specific data in the literature base for atrial fibrillation ablation, though this has improved in recent years. * In our large registry analysis of over 5000 patients undergoing atrial fibrillation ablation, there was no relationship between patient sex and overall complication rate in multivariate analysis. * We found that women, as compared with men, were significantly more likely to receive adjunctive lesion sets (in addition to pulmonary vein isolation) during ablation for nonparoxysmal atrial fibrillation. [ABSTRACT FROM AUTHOR]
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- 2021
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9. Digital Health and the Care of the Patient With Arrhythmia: What Every Electrophysiologist Needs to Know.
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Tarakji, Khaldoun G., Silva, Jennifer, Chen, Lin Y., Turakhia, Mintu P., Perez, Marco, Attia, Zachi I., Passman, Rod, Boissy, Adrienne, Cho, David J., Majmudar, Maulik, Mehta, Neil, Wan, Elaine Y., and Chung, Mina
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ARRHYTHMIA treatment ,ARRHYTHMIA diagnosis ,CLINICAL trials ,PREDICTIVE tests ,ATTITUDES toward computers ,PATIENT participation ,ATTITUDE (Psychology) ,MOBILE apps ,PROGNOSIS ,MEDICAL personnel ,ARTIFICIAL intelligence ,HEART function tests ,HEALTH attitudes ,BIOTELEMETRY ,ARRHYTHMIA ,TELEMEDICINE ,DIFFUSION of innovations - 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. [ABSTRACT FROM AUTHOR]
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- 2021
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10. Social Media Influence Does Not Reflect Scholarly or Clinical Activity in Real Life.
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Zenger, Brian, Swink, J. Michael, Turner, Jeffrey L., Bunch, T. Jared, Ryan, John J., Shah, Rashmee U., Turakhia, Mintu P., Piccini, Jonathan P., and Steinberg, Benjamin A.
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RESEARCH ,SOCIAL media ,RESEARCH methodology ,MEDICAL cooperation ,EVALUATION research ,ELECTROPHYSIOLOGY ,COMPARATIVE studies ,HEART function tests ,EMPLOYEES' workload ,RESEARCH funding ,NEWSLETTERS ,MEDICAL research ,AUTHORSHIP - Abstract
Background: Social media has become a major source of communication in medicine. We aimed to understand the relationship between physicians' social media influence and their scholarly and clinical activity.Methods: We identified attending US electrophysiologists on Twitter. We compared physician Twitter activity to (1) scholarly publication record (h-index) and (2) clinical volume according to Centers for Medicare and Medicaid Services. The ratio of observed versus expected (obs/exp) Twitter followers was calculated based on each scholarly (K-index) and clinical activity.Results: We identified 284 physicians, with mean Twitter age of 5.0 (SD, 3.1) years and median 568 followers (25th, 75th: 195, 1146). They had a median 34.5 peer-reviewed articles (25th, 75th: 14, 105), 401 citations (25th, 75th: 102, 1677), and h-index 9 (25th, 75th: 4, 19.8). The median K-index was 0.4 (25th, 75th: 0.15, 1.0), ranging from 0.0008 to 29.2. The median number of electrophysiology procedures was 77 (25th, 75th: 0, 160) and evaluation and management visits 264 (25th, 75th: 59, 516) in 2017. The top 1% electrophysiologists for followers accounted for 20% of all followers, 17% of status updates, had a mean h-index of 6 (versus 15 for others, P=0.3), and accounted for 1% of procedural and evaluation and management volumes. They had a mean K-index of 21 (versus 0.77 for others, P<0.0001) and clinical obs/exp follower ratio of 17.9 and 18.1 for procedures and evaluation and management (P<0.001 each, versus others [0.81 for each]).Conclusions: Electrophysiologists are active on Twitter, with modest influence often representative of scholarly and clinical activity. However, the most influential physicians appear to have relatively modest scholarly and clinical activity. [ABSTRACT FROM AUTHOR]- Published
- 2021
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11. Patterns of Care for Atrial Fibrillation Before, During, and at Discharge From Hospitalization: From the Get With The Guidelines-Atrial Fibrillation Registry.
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Desai, Nihar R., Sciria, Christopher T., Zhao, Xin, Piccini, Jonathan P., Turakhia, Mintu P., Matsouaka, Roland, Fonarow, Gregg C., and Lewis, William R.
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ATRIAL fibrillation diagnosis ,MYOCARDIAL depressants ,RESEARCH ,WARFARIN ,TIME ,RESEARCH methodology ,ATRIAL fibrillation ,CATHETER ablation ,ANTICOAGULANTS ,PATIENTS ,ACQUISITION of data ,MEDICAL cooperation ,EVALUATION research ,HOSPITAL admission & discharge ,TREATMENT effectiveness ,COMPARATIVE studies ,HOSPITAL care ,AMIODARONE ,DISEASE prevalence ,MEDICAL prescriptions ,ELECTRIC countershock ,DRUG utilization ,DISCHARGE planning - Abstract
[Figure: see text]. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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12. Social Media Influence Does Not Reflect Scholarly or Clinical Activity in Real Life.
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Zenger, Brian, Swink, J. Michael, Turner, Jeffrey L. DO, Bunch, T. Jared, Ryan, John J. BCh, BAO, Shah, Rashmee U. MS, Turakhia, Mintu P. S, Piccini, Jonathan P. MHS, and Steinberg, Benjamin A. MHS
- Abstract
Background: Social media has become a major source of communication in medicine. We aimed to understand the relationship between physicians' social media influence and their scholarly and clinical activity. Methods: We identified attending US electrophysiologists on Twitter. We compared physician Twitter activity to (1) scholarly publication record (h-index) and (2) clinical volume according to Centers for Medicare and Medicaid Services. The ratio of observed versus expected (obs/exp) Twitter followers was calculated based on each scholarly (K-index) and clinical activity. Results: We identified 284 physicians, with mean Twitter age of 5.0 (SD, 3.1) years and median 568 followers (25th, 75th: 195, 1146). They had a median 34.5 peer-reviewed articles (25th, 75th: 14, 105), 401 citations (25th, 75th: 102, 1677), and h-index 9 (25th, 75th: 4, 19.8). The median K-index was 0.4 (25th, 75th: 0.15, 1.0), ranging from 0.0008 to 29.2. The median number of electrophysiology procedures was 77 (25th, 75th: 0, 160) and evaluation and management visits 264 (25th, 75th: 59, 516) in 2017. The top 1% electrophysiologists for followers accounted for 20% of all followers, 17% of status updates, had a mean h-index of 6 (versus 15 for others, P =0.3), and accounted for 1% of procedural and evaluation and management volumes. They had a mean K-index of 21 (versus 0.77 for others, P P<0.001> Conclusions: Electrophysiologists are active on Twitter, with modest influence often representative of scholarly and clinical activity. However, the most influential physicians appear to have relatively modest scholarly and clinical activity. * Social media has become a major source of communication in medicine. * Much of the discourse among physicians on social media includes clinical cases/challenges or interpretation of clinical investigation. * We identified attending, US electrophysiologists on Twitter, and characterized them according to their social media impact, scholarly publication record (h-index), and clinical volume according to the Centers for Medicare and Medicaid Services. * We found that large social media following is not particularly reflective of high scholarly or clinical productivity, by the measures used. * Future social media platforms may benefit from providing additional user characteristics, that may help inform interpretation of investigative or clinical opinions. [ABSTRACT FROM AUTHOR]
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- 2020
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13. Digital Health and the Care of the Patient With Arrhythmia: What Every Electrophysiologist Needs to Know.
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Tarakji, Khaldoun G., Silva, Jennifer, Chen, Lin Y. MS, Turakhia, Mintu P. S, Perez, Marco, Attia, Zachi I., Passman, Rod, Boissy, Adrienne, Cho, David J., Majmudar, Maulik, Mehta, Neil, Wan, Elaine Y., and Chung, Mina
- 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. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
14. Procedural Patterns and Safety of Atrial Fibrillation Ablation: Findings From Get With The Guidelines-Atrial Fibrillation.
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Loring, Zak, Holmes, DaJuanicia N., Matsouaka, Roland A., Curtis, Anne B., Day, John D., Desai, Nihar, Ellenbogen, Kenneth A., Feld, Gregory K., Fonarow, Gregg C., Frankel, David S., Hurwitz, Jodie L., Knight, Bradley P., Joglar, Jose A., Russo, Andrea M., Sidhu, Mandeep S., Turakhia, Mintu P., Lewis, William R., and Piccini, Jonathan P.
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ATRIAL fibrillation diagnosis ,RESEARCH ,TIME ,RESEARCH methodology ,CATHETER ablation ,ATRIAL fibrillation ,CRYOSURGERY ,ACQUISITION of data ,SURGICAL complications ,MEDICAL cooperation ,EVALUATION research ,MEDICAL protocols ,TREATMENT effectiveness ,COMPARATIVE studies ,RESEARCH funding ,PULMONARY veins - Abstract
Background: Catheter ablation is an increasingly used treatment for symptomatic atrial fibrillation (AF). However, there are limited prospective, nationwide data on patient selection and procedural characteristics. This study describes patient characteristics, techniques, treatment patterns, and safety outcomes of patients undergoing AF ablation.Methods: A total of 3139 patients undergoing AF ablation between 2016 and 2018 in the Get With The Guidelines-Atrial Fibrillation registry from 24 US centers were included. Patient demographics, medical history, procedural details, and complications were abstracted. Differences between paroxysmal and patients with persistent AF were compared using Pearson χ2 and Wilcoxon rank-sum tests.Results: Patients undergoing AF ablation were predominantly male (63.9%) and White (93.2%) with a median age of 65. Hypertension was the most common comorbidity (67.6%), and patients with persistent AF had more comorbidities than patients with paroxysmal AF. Drug refractory, paroxysmal AF was the most common ablation indication (class I, 53.6%) followed by drug refractory, persistent AF (class I, 41.8%). Radiofrequency ablation with contact force sensing was the most common ablation modality (70.5%); 23.7% of patients underwent cryoballoon ablation. Pulmonary vein isolation was performed in 94.6% of de novo ablations; the most common adjunctive lesions included left atrial roof or posterior/inferior lines, and cavotricuspid isthmus ablation. Complications were uncommon (5.1%) and were life-threatening in 0.7% of cases.Conclusions: More than 98% of AF ablations among participating sites are performed for class I or class IIA indications. Contact force-guided radiofrequency ablation is the dominant technique and pulmonary vein isolation the principal lesion set. In-hospital complications are uncommon and rarely life-threatening. [ABSTRACT FROM AUTHOR]- Published
- 2020
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15. Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology.
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Feeny, Albert K., Chung, Mina K., Madabhushi, Anant, Attia, Zachi I., Cikes, Maja, Firouznia, Marjan, Friedman, Paul A., Kalscheur, Matthew M., Kapa, Suraj, Narayan, Sanjiv M., Noseworthy, Peter A., Passman, Rod S., Perez, Marco V., Peters, Nicholas S., Piccini, Jonathan P., Tarakji, Khaldoun G., Thomas, Suma A., Trayanova, Natalia A., Turakhia, Mintu P., and Wang, Paul J.
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ARRHYTHMIA treatment ,ARRHYTHMIA diagnosis ,RESEARCH ,PREDICTIVE tests ,RESEARCH evaluation ,RESEARCH methodology ,ARTIFICIAL intelligence ,PROGNOSIS ,EVALUATION research ,MEDICAL cooperation ,COMPARATIVE studies ,HEART beat ,ACTION potentials ,ELECTROCARDIOGRAPHY ,HEART function tests ,SIGNAL processing ,COMPUTER-aided diagnosis ,ARRHYTHMIA ,HEART conduction system - Abstract
Artificial intelligence (AI) and machine learning (ML) in medicine are currently areas of intense exploration, showing potential to automate human tasks and even perform tasks beyond human capabilities. Literacy and understanding of AI/ML methods are becoming increasingly important to researchers and clinicians. The first objective of this review is to provide the novice reader with literacy of AI/ML methods and provide a foundation for how one might conduct an ML study. We provide a technical overview of some of the most commonly used terms, techniques, and challenges in AI/ML studies, with reference to recent studies in cardiac electrophysiology to illustrate key points. The second objective of this review is to use examples from recent literature to discuss how AI and ML are changing clinical practice and research in cardiac electrophysiology, with emphasis on disease detection and diagnosis, prediction of patient outcomes, and novel characterization of disease. The final objective is to highlight important considerations and challenges for appropriate validation, adoption, and deployment of AI technologies into clinical practice. [ABSTRACT FROM AUTHOR]
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- 2020
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