Andrew P. Michelson

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Exploratory Data Analysis

Predictive Modeling

Intensive Care Unit

Top Venues

BMC Medical Informatics Decis. Mak.

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)
Fuhai Li, Andrew P. Michelson, Randi E. Foraker, Ming Zhan, Philip R. O. Payne
Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Sayantan Kumar, Sean C. Yu, Andrew P. Michelson, Philip R. O. Payne
Self-explaining Neural Network with Plausible Explanations. CoRR (2021)