Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. - Zhale Nowroozilarki; Arash Pakbin; James Royalty; Donald K. K. Lee; Bobak J. Mortazavi (BHI, 2021)

Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning. - Jonathan Martinez; Zhale Nowroozilarki; Roozbeh Jafari; Bobak J. Mortazavi (IEEE J. Biomed. Health Informatics, 2022)

Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams. - Arash Pakbin; Zhale Nowroozilarki; Donald K. K. Lee; Bobak J. Mortazavi (BSN, 2023)

Non-invasive Electrolyte Estimation Using Multi-lead ECG Data via Semi-Supervised Contrastive Learning with an Adaptive Loss. - Zhale Nowroozilarki; Sicong Huang 002; Rohan Khera; Bobak J. Mortazavi (BHI, 2024)

ECG Abnormality Detection Using MIMIC-IV-ECG Data Via Supervised Contrastive Learning. - Zhale Nowroozilarki; Sicong Huang 002; Rohan Khera; Bobak J. Mortazavi (EMBC, 2024)

Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection. - Zhale Nowroozilarki; Bobak J. Mortazavi; Roozbeh Jafari (IEEE J. Biomed. Health Informatics, 2024)