| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network AY Hannun, P Rajpurkar, M Haghpanahi, GH Tison, C Bourn, ... Nature medicine 25 (1), 65-69, 2019 | 2530 | 2019 |
| Worldwide effect of COVID-19 on physical activity: a descriptive study GH Tison, R Avram, P Kuhar, S Abreau, GM Marcus, MJ Pletcher, ... Annals of internal medicine 173 (9), 767-770, 2020 | 967 | 2020 |
| Fully automated echocardiogram interpretation in clinical practice: feasibility and diagnostic accuracy J Zhang, S Gajjala, P Agrawal, GH Tison, LA Hallock, L Beussink-Nelson, ... Circulation 138 (16), 1623-1635, 2018 | 803 | 2018 |
| Passive detection of atrial fibrillation using a commercially available smartwatch GH Tison, JM Sanchez, B Ballinger, A Singh, JE Olgin, MJ Pletcher, ... JAMA cardiology 3 (5), 409-416, 2018 | 492 | 2018 |
| DeepHeart: semi-supervised sequence learning for cardiovascular risk prediction B Ballinger, J Hsieh, A Singh, N Sohoni, J Wang, G Tison, G Marcus, ... Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 177 | 2018 |
| Proposed requirements for cardiovascular imaging-related machine learning evaluation (PRIME): a checklist: reviewed by the American College of Cardiology Healthcare Innovation … PP Sengupta, S Shrestha, B Berthon, E Messas, E Donal, GH Tison, ... Cardiovascular Imaging 13 (9), 2017-2035, 2020 | 169 | 2020 |
| Real-world heart rate norms in the Health eHeart study R Avram, GH Tison, K Aschbacher, P Kuhar, E Vittinghoff, M Butzner, ... NPJ digital medicine 2 (1), 58, 2019 | 169 | 2019 |
| Automated and interpretable patient ECG profiles for disease detection, tracking, and discovery GH Tison, J Zhang, FN Delling, RC Deo Circulation: Cardiovascular Quality and Outcomes 12 (9), e005289, 2019 | 166 | 2019 |
| A digital biomarker of diabetes from smartphone-based vascular signals R Avram, JE Olgin, P Kuhar, JW Hughes, GM Marcus, MJ Pletcher, ... Nature medicine 26 (10), 1576-1582, 2020 | 90 | 2020 |
| Performance of a convolutional neural network and explainability technique for 12-lead electrocardiogram interpretation JW Hughes, JE Olgin, R Avram, SA Abreau, T Sittler, K Radia, H Hsia, ... JAMA cardiology 6 (11), 1285-1295, 2021 | 86 | 2021 |
| Deep learning electrocardiographic analysis for detection of left-sided valvular heart disease P Elias, TJ Poterucha, V Rajaram, LM Moller, V Rodriguez, S Bhave, ... Journal of the American College of Cardiology 80 (6), 613-626, 2022 | 79 | 2022 |
| Multisite extracoronary calcification indicates increased risk of coronary heart disease and all-cause mortality: The Multi-Ethnic Study of Atherosclerosis GH Tison, M Guo, MJ Blaha, RL McClelland, MA Allison, M Szklo, ... Journal of cardiovascular computed tomography 9 (5), 406-414, 2015 | 74 | 2015 |
| Influences of general and traditional Chinese beliefs on the decision to donate blood among employer‐organized and volunteer donors in Beijing, China GH Tison, C Liu, F Ren, K Nelson, H Shan Transfusion 47 (10), 1871-1879, 2007 | 71 | 2007 |
| Atrial fibrillation detection from raw photoplethysmography waveforms: A deep learning application K Aschbacher, D Yilmaz, Y Kerem, S Crawford, D Benaron, J Liu, M Eaton, ... Heart rhythm O2 1 (1), 3-9, 2020 | 57 | 2020 |
| Conditional synthetic data generation for robust machine learning applications with limited pandemic data HP Das, R Tran, J Singh, X Yue, G Tison, A Sangiovanni-Vincentelli, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11792 …, 2022 | 51 | 2022 |
| 3KG: Contrastive learning of 12-lead electrocardiograms using physiologically-inspired augmentations B Gopal, R Han, G Raghupathi, A Ng, G Tison, P Rajpurkar Machine Learning for Health, 156-167, 2021 | 51 | 2021 |
| Perceptions, information sources, and behavior regarding alcohol and heart health IR Whitman, MJ Pletcher, E Vittinghoff, KE Imburgia, C Maguire, ... The American journal of cardiology 116 (4), 642-646, 2015 | 48 | 2015 |
| Identifying heart failure using EMR-based algorithms GH Tison, AM Chamberlain, MJ Pletcher, SM Dunlay, SA Weston, ... International journal of medical informatics 120, 1-7, 2018 | 47 | 2018 |
| Worldwide physical activity trends since COVID-19 onset GH Tison, J Barrios, R Avram, P Kuhar, B Bostjancic, GM Marcus, ... The Lancet Global Health 10 (10), e1381-e1382, 2022 | 44 | 2022 |
| Physical activity and atrial fibrillation: data from wearable fitness trackers S Semaan, TA Dewland, GH Tison, G Nah, E Vittinghoff, MJ Pletcher, ... Heart Rhythm 17 (5), 842-846, 2020 | 33 | 2020 |
