Self-explaining Neural Network with Plausible Explanations. - Sayantan Kumar; Sean C. Yu; Andrew P. Michelson; Philip R. O. Payne (CoRR, 2021)

Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2. - Fuhai Li 001; Andrew P. Michelson; Randi E. Foraker; Ming Zhan; Philip R. O. Payne (BMC Medical Informatics Decis. Mak., 2021)

Self-explaining neural network with concept-based explanations for ICU mortality prediction. - Sayantan Kumar; Sean C. Yu; Thomas George Kannampallil; Zachary B. Abrams; Andrew P. Michelson; Philip R. O. Payne (BCB, 2022)

Sepsis Prediction for the General Ward Setting. - Sean C. Yu; Aditi Gupta; Kevin D. Betthauser; Patrick G. Lyons; Albert M. Lai; Marin Kollef; Philip R. O. Payne; Andrew P. Michelson (Frontiers Digit. Health, 2022)

Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling. - Sean C. Yu; Mackenzie R. Hofford; Albert M. Lai; Marin Kollef; Philip R. O. Payne; Andrew P. Michelson (J. Am. Medical Informatics Assoc., 2022)

HiMAL: A Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting and explaining Alzheimer disease progression. - Sayantan Kumar; Sean C. Yu; Andrew P. Michelson; Thomas George Kannampallil; Philip R. O. Payne (CoRR, 2024)

Collaborative Resource for Intensive care Translational science, Informatics, Comprehensive Analytics, and Learning (CRITICAL). - Yuan Luo 001; Luke V. Rasmussen; Andrew Williams 005; Jared Houghtaling; Andrew P. Michelson; Philip R. O. Payne; James J. Cimino; John D. Osborne; Prasanth Nannapaneni; Yikuan Li; Saki Amagai; Meghan Hutch; et al. (Zenodo, 2024)