Biswal, Siddharth

6 publications

MLHC 2022 EMIXER: End-to-End Multimodal X-Ray Generation via Self-Supervision Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun

MLHC 2021 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley Malin, Walter Stewart, Cao Xiao, Jimeng Sun

AAAI 2020 CONAN: Complementary Pattern Augmentation for Rare Disease Detection Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao

AAAI 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun

MLHC 2019 EEGtoText: Learning to Write Medical Reports from EEG Recordings Siddharth Biswal, Cao Xiao, M. Brandon Westover, Jimeng Sun

MLHC 2017 Generating Multi-Label Discrete Patient Records Using Generative Adversarial Networks Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun