Siddharth Biswal

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 23

Top Topics

Heart Rate Variability

Patient Monitoring

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision. MLHC (2022)
Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover
Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks. IEEE Trans. Biomed. Eng. 69 (6) (2022)
Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover
Automated Respiratory Event Detection Using Deep Neural Networks. CoRR (2021)
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. MLHC (2021)
Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. AAAI (2020)
Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
CONAN: Complementary Pattern Augmentation for Rare Disease Detection. AAAI (2020)
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Jimeng Sun
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. CoRR (2020)
Siddharth Biswal, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun
Clinical Report Auto-completion. WWW (2020)
Siddharth Biswal, Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun
CLARA: Clinical Report Auto-completion. CoRR (2020)
Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision. CoRR (2020)
Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. CoRR (2019)
Siddharth Biswal, Cao Xiao, M. Brandon Westover, Jimeng Sun
EEGtoText: Learning to Write Medical Reports from EEG Recordings. MLHC (2019)
Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
CONAN: Complementary Pattern Augmentation for Rare Disease Detection. CoRR (2019)
Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. KDD (2018)
Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. CoRR (2018)
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
Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans. Biomed. Eng. 65 (12) (2018)
Olivier Deiss, Siddharth Biswal, Jing Jin, Haoqi Sun, M. Brandon Westover, Jimeng Sun
HAMLET: Interpretable Human And Machine co-LEarning Technique. CoRR (2018)
Siddharth Biswal, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Jimeng Sun, Matt T. Bianchi
Expert-level sleep scoring with deep neural networks. J. Am. Medical Informatics Assoc. 25 (12) (2018)
Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun
SLEEPNET: Automated Sleep Staging System via Deep Learning. CoRR (2017)
Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks. CoRR (2017)
Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. MLHC (2017)
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
Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC (2016)
Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover
Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability. CinC (2016)
Siddharth Biswal, Zarina Nip, Valdery Moura Junior, Matt T. Bianchi, Eric S. Rosenthal, M. Brandon Westover
Automated information extraction from free-text EEG reports. EMBC (2015)