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 | 106 | 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, 2021 | 101 | 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 | 96 | 2022 |
Generating better search engine text advertisements with deep reinforcement learning JW Hughes, K Chang, R Zhang Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 55 | 2019 |
Deep learning evaluation of biomarkers from echocardiogram videos JW Hughes, N Yuan, B He, J Ouyang, J Ebinger, P Botting, J Lee, ... EBioMedicine 73, 2021 | 51 | 2021 |
Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy JT Soto, J Weston Hughes, PA Sanchez, M Perez, D Ouyang, EA Ashley European Heart Journal-Digital Health 3 (3), 380-389, 2022 | 34 | 2022 |
Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study D Ouyang, J Theurer, NR Stein, JW Hughes, P Elias, B He, N Yuan, ... The Lancet Digital Health 6 (1), e70-e78, 2024 | 31* | 2024 |
A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease JW Hughes, J Tooley, J Torres Soto, A Ostropolets, T Poterucha, ... NPJ digital medicine 6 (1), 169, 2023 | 24 | 2023 |
Deep learning-based electrocardiographic screening for chronic kidney disease L Holmstrom, M Christensen, N Yuan, J Weston Hughes, J Theurer, ... Communications Medicine 3 (1), 73, 2023 | 21 | 2023 |
Genetic architecture of cardiac dynamic flow volumes B Gomes, A Singh, JW O’Sullivan, TM Schnurr, PC Goddard, S Loong, ... Nature Genetics 56 (2), 245-257, 2024 | 11 | 2024 |
Race, sex, and age disparities in the performance of ECG deep learning models predicting heart failure D Kaur, JW Hughes, AJ Rogers, G Kang, SM Narayan, EA Ashley, ... Circulation: Heart Failure 17 (1), e010879, 2024 | 11 | 2024 |
Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning AK Morrow, JW Hughes, J Singh, AD Joseph, N Yosef Nucleic acids research 49 (19), e110-e110, 2021 | 4 | 2021 |
Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms IM Chiu, PJ Wu, H Zhang, JW Hughes, AJ Rogers, L Jalilian, M Perez, ... Clinical Electrophysiology 10 (12), 2644-2654, 2024 | 3 | 2024 |
The Impact of Task Set-up in Algorithm Design: Regression versus Classification A Vrudhula, JW Hughes, N Yuan, D Ouyang NEJM AI 1 (4), AIcs2300176, 2024 | 3 | 2024 |
Epistasis regulates genetic control of cardiac hypertrophy Q Wang, TM Tang, N Youlton, CS Weldy, AM Kenney, O Ronen, ... Research Square, 2023 | 3 | 2023 |
Development and Validation of a Rapid Visual Technique for Left Ventricular Hypertrophy Detection from the Electrocardiogram S Somani, JW Hughes, EA Ashley, RM Witteles, MV Perez Frontiers in Cardiovascular Medicine 10, 1251511, 2023 | 3 | 2023 |
Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram JW Hughes, S Somani, P Elias, J Tooley, AJ Rogers, T Poterucha, ... European Heart Journal-Digital Health, ztae034, 2024 | 1 | 2024 |
Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram AJ Rogers, NK Bhatia, S Bandyopadhyay, J Tooley, R Ansari, V Thakkar, ... npj Digital Medicine 8 (1), 21, 2025 | | 2025 |
Generating electronic summary documents for landing pages KH Chang, R Zhang, JW Hughes US Patent 11,921,766, 2024 | | 2024 |
From Beats to Biomarkers: Unlocking the Power of Cardiac Diagnostic Tools with Artificial Intelligence JW Hughes Stanford University, 2024 | | 2024 |