Early Prediction of Sepsis Using Gradient Boosting Decision Trees with Optimal Sample Weighting. - Ibrahim Hammoud; I. V. Ramakrishnan; Mark Henry (CinC, 2019)

Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention. - Ibrahim Hammoud; I. V. Ramakrishnan; Petar M. Djuric (CinC, 2020)

Multimodal Early Septic Shock Prediction Model using Lasso Regression with Decaying Response. - Ibrahim Hammoud; I. V. Ramakrishnan; Mark Henry; Eric Morley (ICHI, 2020)

EventScore: An Automated Real-time Early Warning Score for Clinical Events. - Ibrahim Hammoud; Prateek Prasanna; I. V. Ramakrishnan; Adam Singer; Mark Henry; Henry C. Thode (ICHI, 2022)

DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation. - Yunjuan Wang; Hussein Hazimeh 001; Natalia Ponomareva 001; Alexey Kurakin; Ibrahim Hammoud; Raman Arora (SaTML, 2025)