I-Min Chiu, Po-Jung Wu, Huan Zhang, J Weston Hughes, Albert J Rogers, Laleh Jalilian, Marco Perez, Chun-Hung Richard Lin, Chien-Te Lee, James Zou, David Ouyang
{"title":"Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms.","authors":"I-Min Chiu, Po-Jung Wu, Huan Zhang, J Weston Hughes, Albert J Rogers, Laleh Jalilian, Marco Perez, Chun-Hung Richard Lin, Chien-Te Lee, James Zou, David Ouyang","doi":"10.1016/j.jacep.2024.07.023","DOIUrl":"10.1016/j.jacep.2024.07.023","url":null,"abstract":"<p><strong>Background: </strong>Hyperkalemia, characterized by elevated serum potassium levels, heightens the risk of sudden cardiac death, particularly increasing risk for individuals with chronic kidney disease and end-stage renal disease (ESRD). Traditional laboratory test monitoring is resource-heavy, invasive, and unable to provide continuous tracking. Wearable technologies like smartwatches with electrocardiogram (ECG) capabilities are emerging as valuable tools for remote monitoring, potentially allowing for personalized monitoring with artificial intelligence (AI)-ECG interpretation.</p><p><strong>Objectives: </strong>The purpose of this study was to develop an AI-ECG algorithm to predict serum potassium level in ESRD patients with smartwatch-generated ECG waveforms.</p><p><strong>Methods: </strong>A cohort of 152,508 patients with 293,557 ECGs paired serum potassium levels obtained within 1 hour at Cedars Sinai Medical Center was used to train an AI-ECG model (\"Kardio-Net\") to predict serum potassium level. The model was further fine-tuned on 4,337 ECGs from 1,463 patients with ESRD using inputs from 12- and single-lead ECGs. Kardio-Net was evaluated in held-out test cohorts from Cedars Sinai Medical Center and Stanford Healthcare (SHC) as well as a prospective international cohort of 40 ESRD patients with smartwatch ECGs at Chang Gung Memorial Hospital.</p><p><strong>Results: </strong>The Kardio-Net, when applied to 12-lead ECGs, identified severe hyperkalemia (>6.5 mEq/L) with an AUC of 0.852 (95% CI: 0.745-0.956) and a mean absolute error (MAE) of 0.527 mEq/L. In external validation at SHC, the model achieved an AUC of 0.849 (95% CI: 0.823-0.875) and an MAE of 0.599 mEq/L. For single-lead ECGs, Kardio-Net detected severe hyperkalemia with an AUC of 0.876 (95% CI: 0.765-0.987) in the primary cohort and had an MAE of 0.575 mEq/L. In the external SHC validation, the AUC was 0.807 (95% CI: 0.778-0.835) with an MAE of 0.740 mEq/L. Using prospectively obtained smartwatch data, the AUC was 0.831 (95% CI: 0.693-0.975), with an MAE of 0.580 mEq/L.</p><p><strong>Conclusions: </strong>We validate a deep learning model to predict serum potassium levels from both 12-lead ECGs and single-lead smartwatch data, demonstrating its utility for remote monitoring of hyperkalemia.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Karim Benali, Cinzia Monaco, Pierre Jais, Konstantinos Vlachos, Kinan Kneizeh, Roberto Menès, Masaaki Yokoyama, Christopher Kowalewski, Antoine Da Costa, Mélèze Hocini, Sylvain Ploux, Michel Haïssaguerre, Frederic Sacher, Josselin Duchateau
{"title":"Pulsed Field Ablation for Refractory Ventricular Arrhythmias in Patients With Left Ventricular Assist Devices.","authors":"Karim Benali, Cinzia Monaco, Pierre Jais, Konstantinos Vlachos, Kinan Kneizeh, Roberto Menès, Masaaki Yokoyama, Christopher Kowalewski, Antoine Da Costa, Mélèze Hocini, Sylvain Ploux, Michel Haïssaguerre, Frederic Sacher, Josselin Duchateau","doi":"10.1016/j.jacep.2024.08.012","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.08.012","url":null,"abstract":"","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michele Golino, Paula Rodriguez-Miguelez, Marco Giuseppe Del Buono, Francesco Moroni, Jordana Kron, Benjamin Van Tassell, Antonio Abbate
{"title":"QT Prolongation and 1-Year Outcomes in Patients With Takotsubo Syndrome.","authors":"Michele Golino, Paula Rodriguez-Miguelez, Marco Giuseppe Del Buono, Francesco Moroni, Jordana Kron, Benjamin Van Tassell, Antonio Abbate","doi":"10.1016/j.jacep.2024.08.020","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.08.020","url":null,"abstract":"","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142545472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lingyu Xu, Mirmilad Khoshknab, Juwann Moss, Lauren C Yang, Ronald D Berger, Jonathan Chrispin, David Callans, Francis E Marchlinski, Stefan L Zimmerman, Yuchi Han, Natalia Trayanova, Walter R Witschey, Benoit Desjardins, Saman Nazarian
{"title":"Lipomatous Metaplasia Facilitates Ventricular Tachycardia in Patients With Nonischemic Cardiomyopathy.","authors":"Lingyu Xu, Mirmilad Khoshknab, Juwann Moss, Lauren C Yang, Ronald D Berger, Jonathan Chrispin, David Callans, Francis E Marchlinski, Stefan L Zimmerman, Yuchi Han, Natalia Trayanova, Walter R Witschey, Benoit Desjardins, Saman Nazarian","doi":"10.1016/j.jacep.2024.07.017","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.07.017","url":null,"abstract":"<p><strong>Background: </strong>Ventricular tachycardia (VT) substrate in patients with nonischemic cardiomyopathy (NICM) is complex in distribution and intramural location.</p><p><strong>Objectives: </strong>This study sought to test the hypothesis that myocardial lipomatous metaplasia (LM) is a vital anatomic substrate for VT corridors in patients with NICM and VT, and that LM stabilizes current propagation in VT corridors.</p><p><strong>Methods: </strong>Among 49 patients with NICM in the 2-center INFINITY (Prospective Intra-Myocardial Fat Deposition and Ventricular Tachycardia in Cardiomyopathy) Study, potential VT viable corridors within the myocardial scar and/or LM were computed from late gadolinium enhancement cardiac magnetic resonance images and were registered with electroanatomical maps. Corridors passing through VT entrance, isthmus, and/or exit sites, estimated by entrainment or pace mapping, were defined as VT corridors. LM was separately distinguished from scar using computed tomography. The SD of current amplitude along each corridor was measured.</p><p><strong>Results: </strong>Compared with 151 non-VT corridors, 35 VT corridors traversed a substantially higher volume of LM, with a median 236.6 mg (IQR: 13.5-903.4 mg) vs 5.8 mg (IQR: 0.0-57.9 mg) (P < 0.001). Among corridors with computable current amplitude, 28 VT corridors exhibited substantially lower current variation along the corridors, with SD 8.0 μA (25th-75th percentile: 6.1-10.3 μA) vs 14.9 μA (25th-75th percentile: 8.5-23.7 μA) among 71 non-VT corridors (P < 0.001). Individual VT circuit sites (95 out 118) were highly colocalized with LM.</p><p><strong>Conclusions: </strong>VT circuitry corridors in NICM are more likely to traverse LM and exhibit reduced current amplitude variation compared with bystander corridors.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ayman R Fath, Amro Aglan, Osamah Altaee, Hendre Fichardt, Hend Mansoor, Ahmed Almomani, Muhammad Hammadah, Ariel Vinas, Hemal Nayak, Hani Jneid, Marwan Saad, Islam Y Elgendy
{"title":"Direct Oral Anticoagulants for Rheumatic Heart Disease-Associated Atrial Fibrillation Post-Bioprosthetic Mitral Valve Replacement.","authors":"Ayman R Fath, Amro Aglan, Osamah Altaee, Hendre Fichardt, Hend Mansoor, Ahmed Almomani, Muhammad Hammadah, Ariel Vinas, Hemal Nayak, Hani Jneid, Marwan Saad, Islam Y Elgendy","doi":"10.1016/j.jacep.2024.08.005","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.08.005","url":null,"abstract":"<p><strong>Background: </strong>The efficacy of direct oral anticoagulants (DOACs) in preventing ischemic and thromboembolic events may be suboptimal in atrial fibrillation (AF) patients with rheumatic mitral stenosis. However, their safety and effectiveness after mitral valve replacement (MVR) using bioprosthetic valves is unclear.</p><p><strong>Objectives: </strong>This study sought to evaluate the safety and effectiveness of DOACs vs warfarin among patients with rheumatic heart disease (RHD)-associated AF after bioprosthetic MVR.</p><p><strong>Methods: </strong>We performed an observational analysis identifying patients with RHD and AF who underwent bioprosthetic MVR. Primary effectiveness and safety outcomes were ischemic events and major bleeding, respectively. Secondary outcomes included all-cause mortality, cardiac thrombosis, myocardial infarction, and all-cause hospitalization. Propensity score matching was performed to account for the differences in baseline characteristics and comorbidities.</p><p><strong>Results: </strong>A total of 3,950 patients were identified; 76% were on warfarin and 24% on DOAC post-MVR. The DOAC group had a higher burden of baseline comorbidities and prior cardiovascular procedures compared with the warfarin group. The propensity score matching balanced baseline characteristics in 1,832 patients (916 in each group), with a mean age of 69 years. At the 5-year follow-up, DOACs were associated with a lower incidence of major bleeding compared with warfarin (HR: 0.76; 95% CI: 0.62-0.94), with no significant difference in ischemic events, mortality, cardiac thrombosis, myocardial infarction, or hospitalization.</p><p><strong>Conclusions: </strong>Among patients with RHD-associated AF patients post-bioprosthetic MVR, DOACs are associated with lower major bleeding and comparable effectiveness, indicating a potential alternative to warfarin. Further randomized controlled trials are warranted to validate these findings in this population.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142371851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nikhil Ahluwalia, Shohreh Honarbakhsh, Rangeena Assadi, Samuel Martin, Saidi Mohiddin, Perry M Elliott, Antonio Creta, Sarah Zeriouh, Serge Boveda, Jakub Baran, Felicity de Vere, Christopher A Rinaldi, Wern Y Ding, Dhiraj Gupta, Muram El-Nayir, Matthew Ginks, Semi Ozturk, Tom Wong, Henry Procter, Stephen P Page, Pier Lambiase, Ross J Hunter
{"title":"Impact of Catheter Ablation on Atrial Fibrillation Burden and Symptoms in Patients With Hypertrophic Cardiomyopathy.","authors":"Nikhil Ahluwalia, Shohreh Honarbakhsh, Rangeena Assadi, Samuel Martin, Saidi Mohiddin, Perry M Elliott, Antonio Creta, Sarah Zeriouh, Serge Boveda, Jakub Baran, Felicity de Vere, Christopher A Rinaldi, Wern Y Ding, Dhiraj Gupta, Muram El-Nayir, Matthew Ginks, Semi Ozturk, Tom Wong, Henry Procter, Stephen P Page, Pier Lambiase, Ross J Hunter","doi":"10.1016/j.jacep.2024.08.018","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.08.018","url":null,"abstract":"<p><strong>Background: </strong>Atrial fibrillation (AF) is more common in patients with hypertrophic cardiomyopathy (HCM) and is often highly symptomatic. The impact of catheter ablation (CA) may be under-reported when evaluated by long-term freedom from any atrial arrhythmia.</p><p><strong>Objectives: </strong>This study aims to evaluate whether CA of AF in patients with HCM would significantly reduce AF burden and improve symptoms.</p><p><strong>Methods: </strong>A multicenter registry was established to enroll HCM patients with pre-existing cardiac implantable electronic devices undergoing CA of AF between 2017 and 2021. The first AF recurrence and burden 12 months before and after CA were determined.</p><p><strong>Results: </strong>Eighty-one HCM patients with cardiac implantable electronic devices underwent CA of AF. Patients were followed-up for a minimum of 1-year (35 [Q1-Q3 range: 23-50] months). AF was paroxysmal in 38 of 81 (46.9%) patients and burden pre-CA was 27.0% (Q1-Q3 range: 3.0% to 99.0%). Thirty-five (43.2%) patients had AF/atrial tachycardia recurrence within 12 months. AF burden reduced after CA to 0.5% (Q1-Q3 range: 0.0% to 11.1%) (P = 0.001); a 95% CI (range: 13.8% to 100%) relative reduction. European Hearth Rhythm Association class improved by 1.8 ± 1.3 classes (P < 0.001). Of those with AF/atrial tachycardia recurrence, the reduction in AF burden was -33.7% (Q1-Q3 range: -88.9% to -13.8%) (P < 0.001) and 20 (57.1%) patients reported symptomatic improvement by ≥1 European Hearth Rhythm Association class. AF burden reduction was associated with symptomatic improvement. (r = -0.67; P < 0.001) CONCLUSIONS: AF recurrence is common after CA in HCM patients, but this may under-represent the impact of CA in this cohort. CA significantly reduced AF burden and improved symptoms. A comprehensive evaluation of AF burden, symptoms, and hard endpoints is needed to determine the utility of CA in this context.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142500586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Can Ablation of Stable VT in Ischemic Cardiomyopathy and LVEF >35% Obviate the Need for ICD?","authors":"Arwa Younis, Pasquale Santangeli","doi":"10.1016/j.jacep.2024.08.014","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.08.014","url":null,"abstract":"","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Keiko Shimamoto, Federica Dagradi, Seiko Ohno, Carla Spazzolini, Lia Crotti, Fulvio L F Giovenzana, Giulia Musu, Matteo Pedrazzini, Kengo Kusano, Misa Takegami, Kunihiro Nishimura, Minoru Horie, Takeshi Aiba, Peter J Schwartz
{"title":"Clinical Features, Long-Term Prognosis, and Clinical Management of Genotype-Negative Long QT Syndrome Patients.","authors":"Keiko Shimamoto, Federica Dagradi, Seiko Ohno, Carla Spazzolini, Lia Crotti, Fulvio L F Giovenzana, Giulia Musu, Matteo Pedrazzini, Kengo Kusano, Misa Takegami, Kunihiro Nishimura, Minoru Horie, Takeshi Aiba, Peter J Schwartz","doi":"10.1016/j.jacep.2024.07.022","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.07.022","url":null,"abstract":"<p><strong>Background: </strong>Approximately 15% to 20% of patients clinically diagnosed with long QT syndrome (LQTS) are genotype-negative (GEN-). Whether they have a different arrhythmic risk or should be managed differently remains unclear, often leading to incomplete treatment.</p><p><strong>Objectives: </strong>The purpose of this study was to compare clinical aspects of GEN- and genotype-positive (GEN+) LQTS patients.</p><p><strong>Methods: </strong>We retrospectively evaluated 832 LQTS patients genetically screened in Japan (n = 347) and Italy (n = 485), including 698 with a disease-causing variant in the KCNQ1, KCNH2, and SCN5A genes (GEN+), and 134 without variants in these LQTS-related genes (GEN-).</p><p><strong>Results: </strong>At diagnosis, the Japanese patients were more often probands (86% vs 60%), symptomatic (39% vs 18%), and of younger age than the Italian patients; conversely, they used less β-blockers (65% vs 95%), more rarely had a family history (FH) of LQTS (42% vs 73%), and had more cardiac events during follow-up (13% vs 4%) (P < 0.001 for all comparisons). Within the Japanese cohort, the GEN- had more cardiac arrests, used less β-blockers, and had much less FH for LQTS compared their GEN+ counterpart. The Italian cohort was more homogeneous, with just more LQTS FH among the GEN+. QTc shortening (close to 30 ms in all groups) during follow-up was similar between Japanese and Italian patients, irrespective of their being GEN+ or GEN-. In both cohorts, during an average follow-up of 6 and 7 years, respectively, GEN+ and GEN- patients showed a comparable clinical outcome.</p><p><strong>Conclusions: </strong>Arrhythmic risk is similar between GEN+ and GEN- LQTS patients; they should be managed and treated in the same way.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marek Jastrzębski, Grzegorz Kiełbasa, Paweł Moskal, Agnieszka Bednarek, Marek Rajzer, Haran Burri, Karol Curila, Pugazhendhi Vijayaraman
{"title":"Transseptal Transition Patterns During Left Bundle Branch Area Lead Implantation.","authors":"Marek Jastrzębski, Grzegorz Kiełbasa, Paweł Moskal, Agnieszka Bednarek, Marek Rajzer, Haran Burri, Karol Curila, Pugazhendhi Vijayaraman","doi":"10.1016/j.jacep.2024.07.025","DOIUrl":"https://doi.org/10.1016/j.jacep.2024.07.025","url":null,"abstract":"<p><strong>Background: </strong>Continuous deep septal pacing and signal recording during implantation of left bundle branch pacing (LBBP) lead enables to monitor beat-to-beat changes of electrocardiogram (ECG) and myocardial current of injury (COI) as the lead crosses the septum.</p><p><strong>Objectives: </strong>This study aimed to characterize patterns of continuous QRS, ST-T, and COI change for monitoring of the lead depth and instantaneous determination of the obtained capture type (LBBP vs left ventricular septal pacing [LVSP]).</p><p><strong>Methods: </strong>The ECG and COI during lead implantation were scrutinized for sudden changes of V<sub>6</sub> R-wave peak time, V<sub>1</sub> initial and terminal R-wave amplitude, V<sub>3</sub>-V<sub>6</sub> R-wave amplitude, repolarization pattern and S-wave amplitude in I, V<sub>5</sub>-V<sub>6</sub>, and COI drop. The sudden and gradual transition patterns were diagnosed depending on the presence or absence of the above beat-to-beat ECG phenomena, respectively.</p><p><strong>Results: </strong>A total of 212 pacemaker recipients were analyzed; LBBP and LVSP were obtained in 77.4% and 22.6%, respectively. There were 4.7 ± 2.1 and 0.2 ± 0.6 beat-to-beat phenomena in LBBP and LVSP patients, respectively. The sudden transition pattern, recognized in 80.7%, had sensitivity and specificity for LBBP diagnosis of 98.8% and 81.2%, respectively. A sudden drop of COI (29.4 ± 8.5 mV to 12.8 ± 4.9 mV) was observed in 53.9% patients (LBBP was simultaneously obtained in 92.7%).</p><p><strong>Conclusions: </strong>Capture of left bundle branch during lead penetration is a beat-to-beat phenomenon. Two transseptal transition patterns were identified: 1) sudden, which is typical for obtaining LBBP; and 2) gradual, which is typical for obtaining LVSP. A sudden COI drop, a very observable phenomenon, also identified reaching the left subendocardial area.</p>","PeriodicalId":14573,"journal":{"name":"JACC. Clinical electrophysiology","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142465624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}