Sean C. Yu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Generating Explanations

Intensive Care Unit

Predictive Modeling

Top Venues

Frontiers Digit. Health

J. Am. Medical Informatics Assoc.

Publications

Sayantan Kumar, Sean C. Yu, Andrew P. Michelson, Thomas George Kannampallil, Philip R. O. Payne
HiMAL: A Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting and explaining Alzheimer disease progression. CoRR (2024)
Sean C. Yu, Mackenzie R. Hofford, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson
Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Sayantan Kumar, Sean C. Yu, Thomas George Kannampallil, Zachary B. Abrams, Andrew P. Michelson, Philip R. O. Payne
Self-explaining neural network with concept-based explanations for ICU mortality prediction. BCB (2022)
Sean C. Yu, Aditi Gupta, Kevin D. Betthauser, Patrick G. Lyons, Albert M. Lai, Marin Kollef, Philip R. O. Payne, Andrew P. Michelson
Sepsis Prediction for the General Ward Setting. Frontiers Digit. Health 4 (2022)
Sayantan Kumar, Sean C. Yu, Andrew P. Michelson, Philip R. O. Payne
Self-explaining Neural Network with Plausible Explanations. CoRR (2021)
Sean C. Yu, Courtney L. Hebert, Albert M. Lai, Justin Smyer, Jennifer Flaherty, Julie Mangino, Susan D. Moffatt-Bruce
Novel Visualization of Clostridium Difficile Infection in Intensive Care Units. AMIA (2017)