Andrew P. Michelson

According to our database, Andrew P. Michelson authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Collaborative Resource for Intensive care Translational science, Informatics, Comprehensive Analytics, and Learning (CRITICAL).

Yuan Luo, Luke V. Rasmussen, Andrew Williams, Jared Houghtaling, Andrew P. Michelson, Philip R. O. Payne, James J. Cimino, John D. Osborne, Prasanth Nannapaneni, Yikuan Li, Saki Amagai, Meghan Hutch, Jenny Ding, Adrienne S. Kline, Catherine A. Gao, Jason Womack, Rui Zhu, Matthew C. Wyatt, Robert Brown, Snehil Gupta, Nicole Venteris, Aditi Gupta, Weiwei Ma, Ethan Hillis, Patrick Cannon, Marty Alvarez, Justin Starren, Kristi L. Holmes, Matthew B. Carson, Albert M. Lai, Adam B. Wilcox

Dataset, December, 2024

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

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

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

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

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021

Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2.

Fuhai Li, Andrew P. Michelson, Randi E. Foraker, Ming Zhan, Philip R. O. Payne

BMC Medical Informatics Decis. Mak., 2021

Self-explaining Neural Network with Plausible Explanations.

Sayantan Kumar, Sean C. Yu, Andrew P. Michelson, Philip R. O. Payne

CoRR, 2021