Siddharth Biswal

24 papers A* 4Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks. IEEE Trans. Biomed. Eng. Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover
2022	—	`conf`	EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision. MLHC Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun
2021	J	`jnl`	Automated Respiratory Event Detection Using Deep Neural Networks. CoRR Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover
2021	—	`conf`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. MLHC Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun
2020	J	`jnl`	CLARA: Clinical Report Auto-completion. CoRR Siddharth Biswal, Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun
2020	A*	`conf`	CONAN: Complementary Pattern Augmentation for Rare Disease Detection. AAAI Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
2020	A*	`conf`	Clinical Report Auto-completion. WWW Siddharth Biswal, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun
2020	A*	`conf`	Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. AAAI Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
2020	J	`jnl`	EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision. CoRR Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun
2020	J	`jnl`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. CoRR Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Jimeng Sun
2019	J	`jnl`	CONAN: Complementary Pattern Augmentation for Rare Disease Detection. CoRR Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
2019	J	`jnl`	Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. CoRR Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
2019	—	`conf`	EEGtoText: Learning to Write Medical Reports from EEG Recordings. MLHC Siddharth Biswal, Cao Xiao, M. Brandon Westover, Jimeng Sun
2018	J	`jnl`	Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans. Biomed. Eng. Sunil Belur Nagaraj, Lauren M. McClain, Emily J. Boyle, David W. Zhou, Sowmya M. Ramaswamy, Siddharth Biswal, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover
2018	J	`jnl`	Expert-level sleep scoring with deep neural networks. J. Am. Medical Informatics Assoc. Siddharth Biswal, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Jimeng Sun, Matt T. Bianchi
2018	J	`jnl`	HAMLET: Interpretable Human And Machine co-LEarning Technique. CoRR Olivier Deiss, Siddharth Biswal, Jing Jin, Haoqi Sun, M. Brandon Westover, Jimeng Sun
2018	A*	`conf`	RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. KDD Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
2018	J	`jnl`	RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. CoRR Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
2017	J	`jnl`	Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks. CoRR Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	—	`conf`	Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. MLHC Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	J	`jnl`	SLEEPNET: Automated Sleep Staging System via Deep Learning. CoRR Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun
2016	—	`conf`	Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC Sunil Belur Nagaraj, Sowmya M. Ramaswamy, Siddharth Biswal, Emily J. Boyle, David W. Zhou, Lauren M. McClain, Eric S. Rosenthal, Patrick L. Purdon, M. Brandon Westover
2016	—	`conf`	Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability. CinC Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover
2015	—	`conf`	Automated information extraction from free-text EEG reports. EMBC Siddharth Biswal, Zarina Nip, Valdery Moura Junior, Matt T. Bianchi, Eric S. Rosenthal, M. Brandon Westover