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Siddharth Biswal
Siddharth Biswal
Verified email at gatech.edu - Homepage
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Cited by
Year
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
6952017
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
2452018
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
1782018
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
1522017
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
1122018
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
472017
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
422016
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
412018
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
402017
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
352020
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
302018
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
302018
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
272021
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
272019
Clara: clinical report auto-completion
S Biswal, C Xiao, LM Glass, B Westover, J Sun
Proceedings of The Web Conference 2020, 541-550, 2020
252020
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
222020
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
212016
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
182019
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
182018
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
162021
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