Geoffrey H Tison MD, MPH
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Cardiovascular risk stratification using off-the-shelf wearables and a multi-task deep learning algorithm
GH Tison, AC Singh, DA Ohashi, JT Hsieh, BM Ballinger, JE Olgin, ...
Circulation 136 (suppl_1), A21042-A21042, 2017
Usefulness of baseline obesity to predict development of a high ankle brachial index (from the Multi-Ethnic Study of Atherosclerosis)
GH Tison, CE Ndumele, G Gerstenblith, MA Allison, JF Polak, M Szklo
The American journal of cardiology 107 (9), 1386-1391, 2011
Relation of anthropometric obesity and computed tomography measured nonalcoholic fatty liver disease (from the Multiethnic Study of Atherosclerosis)
GH Tison, MJ Blaha, K Nasir, RS Blumenthal, M Szklo, J Ding, MJ Budoff
The American journal of cardiology 116 (4), 541-546, 2015
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
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