Automated information extraction from free-text EEG reports. - Siddharth Biswal; Zarina Nip; Valdery Moura Junior; Matt T. Bianchi; Eric S. Rosenthal; M. Brandon Westover (EMBC, 2015)

Heart rate variability as a biomarker for sedation depth estimation in ICU patients. - 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 (EMBC, 2016)

Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns. - Jin Jing; Emile drAngremont; Sahar Zafar; Eric S. Rosenthal; Mohammad Tabaeizadeh; Senan Ebrahim; Justin Dauwels; M. Brandon Westover (EMBC, 2018)

Forecasting Hypotension during Vasopressor Infusion via Time Series Analysis. - Sungtae Shin; Andrew T. Reisner; Bryce Yapps; Ramin Bighamian; Tyler Rubin; Joshua Goldstein; Eric S. Rosenthal; Jeffrey Peterson; Jin-Oh Hahn (EMBC, 2019)

HyperEnsemble Learning from Multimodal Biosignals to Robustly Predict Functional Outcome after Cardiac Arrest. - Morteza Zabihi; Alireza Chamanzar; Pulkit Grover; Eric S. Rosenthal (CinC, 2023)

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. - Darren Liu; Cheng Ding; Delgersuren Bold; Monique Bouvier; Jiaying Lu 001; Benjamin Shickel; Craig S. Jabaley; Wenhui Zhang; Soojin Park; Michael J. Young; Mark S. Wainwright; Gilles Clermont; et al. (CoRR, 2024)