| Generating multi-label discrete patient records using generative adversarial networks E Choi, S Biswal, B Malin, J Duke, WF Stewart, J Sun Machine learning for healthcare conference, 286-305, 2017 | 852 | 2017 |
| Expert-level sleep scoring with deep neural networks S Biswal, H Sun, B Goparaju, MB Westover, J Sun, MT Bianchi Journal of the American Medical Informatics Association 25 (12), 1643-1650, 2018 | 276 | 2018 |
| Raim: Recurrent attentive and intensive model of multimodal patient monitoring data Y Xu, S Biswal, SR Deshpande, KO Maher, J Sun Proceedings of the 24th ACM SIGKDD international conference on Knowledge …, 2018 | 197 | 2018 |
| SLEEPNET: automated sleep staging system via deep learning S Biswal, J Kulas, H Sun, B Goparaju, MB Westover, MT Bianchi, J Sun arXiv preprint arXiv:1707.08262, 2017 | 167 | 2017 |
| Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: a prospective study of diagnostic accuracy ES Rosenthal, S Biswal, SF Zafar, KL O'Connor, S Bechek, AV Shenoy, ... Annals of neurology 83 (5), 958-969, 2018 | 137 | 2018 |
| Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage JA Kim, ES Rosenthal, S Biswal, S Zafar, AV Shenoy, KL O'Connor, ... Clinical Neurophysiology 128 (6), 1091-1099, 2017 | 55 | 2017 |
| Patient-specific classification of ICU sedation levels from heart rate variability SB Nagaraj, S Biswal, EJ Boyle, DW Zhou, LM McClain, EK Bajwa, ... Critical care medicine 45 (7), e683-e690, 2017 | 47 | 2017 |
| Automatic classification of sedation levels in ICU patients using heart rate variability SB Nagaraj, LM McClain, DW Zhou, S Biswal, ES Rosenthal, PL Purdon, ... Critical care medicine 44 (9), e782-e789, 2016 | 46 | 2016 |
| Effect of epileptiform abnormality burden on neurologic outcome and antiepileptic drug management after subarachnoid hemorrhage SF Zafar, EN Postma, S Biswal, EJ Boyle, S Bechek, K O'Connor, ... Clinical Neurophysiology 129 (11), 2219-2227, 2018 | 43 | 2018 |
| EVA: Generating longitudinal electronic health records using conditional variational autoencoders S Biswal, S Ghosh, J Duke, B Malin, W Stewart, C Xiao, J Sun Machine Learning for Healthcare Conference, 260-282, 2021 | 42 | 2021 |
| CONAN: complementary pattern augmentation for rare disease detection L Cui, S Biswal, LM Glass, G Lever, J Sun, C Xiao Proceedings of the AAAI conference on artificial intelligence 34 (01), 614-621, 2020 | 40 | 2020 |
| Quantitative electroencephalogram trends predict recovery in hypoxic-ischemic encephalopathy MM Ghassemi, E Amorim, T Alhanai, JW Lee, ST Herman, A Sivaraju, ... Critical care medicine 47 (10), 1416-1423, 2019 | 34 | 2019 |
| Electroencephalogram based detection of deep sedation in ICU patients using atomic decomposition SB Nagaraj, LM McClain, EJ Boyle, DW Zhou, SM Ramaswamy, S Biswal, ... IEEE Transactions on Biomedical Engineering 65 (12), 2684-2691, 2018 | 34 | 2018 |
| Electronic health data predict outcomes after aneurysmal subarachnoid hemorrhage SF Zafar, EN Postma, S Biswal, L Fleuren, EJ Boyle, S Bechek, ... Neurocritical care 28, 184-193, 2018 | 33 | 2018 |
| Clara: clinical report auto-completion S Biswal, C Xiao, LM Glass, B Westover, J Sun Proceedings of The Web Conference 2020, 541-550, 2020 | 31 | 2020 |
| Doctor2vec: Dynamic doctor representation learning for clinical trial recruitment S Biswal, C Xiao, LM Glass, E Milkovits, J Sun Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 557-564, 2020 | 27 | 2020 |
| Automation of classical QEEG trending methods for early detection of delayed cerebral ischemia: more work to do E Wickering, N Gaspard, S Zafar, VJ Moura, S Biswal, S Bechek, ... Journal of Clinical Neurophysiology 33 (3), 227-234, 2016 | 26 | 2016 |
| Automated scoring of respiratory events in sleep with a single effort belt and deep neural networks TE Nassi, W Ganglberger, H Sun, AA Bucklin, S Biswal, MJAM van Putten, ... IEEE transactions on biomedical engineering 69 (6), 2094-2104, 2021 | 22 | 2021 |
| Real-time, automated detection of ventilator-associated events: avoiding missed detections, misclassifications, and false detections due to human error ES Shenoy, ES Rosenthal, YP Shao, S Biswal, M Ghanta, EE Ryan, ... infection control & hospital epidemiology 39 (7), 826-833, 2018 | 20 | 2018 |
| Eegtotext: learning to write medical reports from eeg recordings S Biswal, C Xiao, MB Westover, J Sun Machine Learning for Healthcare Conference, 513-531, 2019 | 19 | 2019 |
