Towards an Explainable Mortality Prediction Model. - Jacob R. Epifano; Ravi Prakash Ramachandran; Sharad Patel; Ghulam Rasool 001 (MLSP, 2020)

Opening Access to Visual Exploration of Audiovisual Digital Biomarkers: an OpenDBM Analytics Tool. - Carla Floricel; Jacob R. Epifano; Stephanie Caamano; Sarah M. Kark; Rich Christie; Aaron J. Masino; Andre D. Paredes (CoRR, 2022)

A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU. - Jacob R. Epifano; Alison Silvestri; Alexander Yu; Ravi Prakash Ramachandran; Aakash Tripathi; Ghulam Rasool 001 (ISCAS, 2023)

Deployment of a Robust and Explainable Mortality Prediction Model: The COVID-19 Pandemic and Beyond. - Jacob R. Epifano; Stephen Glass; Ravi Prakash Ramachandran; Sharad Patel; Aaron J. Masino; Ghulam Rasool 001 (CoRR, 2023)

Revisiting the fragility of influence functions. - Jacob R. Epifano; Ravi Prakash Ramachandran; Aaron J. Masino; Ghulam Rasool 001 (Neural Networks, 2023)

Efficient Scaling of Bayesian Neural Networks. - Jacob R. Epifano; Timothy Duong; Ravi Prakash Ramachandran; Ghulam Rasool 001 (IEEE Access, 2024)