Andrew P. Michelson - Publications

Predictors of in-hospital mortality among patients with cirrhosis and renal replacement therapy in the ICU: a retrospective cohort study.

Journal: Clinics and research in hepatology and gastroenterology

Published: December 29, 2025

Dexmedetomidine on supraventricular tachycardia in critical illness: a time-dependent propensity score matching study.

Journal: Critical care (London, England)

Published: December 16, 2025

Multi-modal pediatric critical care datamart for extracorporeal support prediction and decision support.

Journal: JAMIA open

Published: October 27, 2025

Reply to Liu, Zehui-Exploring the potential of machine learning in predicting primary graft dysfunction post-lung transplantation.

Journal: American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons

Published: July 29, 2025

Reply to Takefuji, Yoshiyasu - Beyond least absolute shrinkage and selection operator: A comprehensive framework for analyzing complex biological data using nonlinear and nonparametric methods.

Journal: American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons

Published: June 24, 2025

Characteristics and Outcomes of Patients With Hematologic Malignancies Hospitalized With Respiratory Viral Infections.

Journal: Open forum infectious diseases

Published: May 30, 2025

EchoLLM: extracting echocardiogram entities with light-weight, open-source large language models.

Journal: JAMIA open

Published: May 28, 2025

Machine Learning Feasibility in Cochlear Implant Speech Perception Outcomes-Moving Beyond Single Biomarkers for Cochlear Implant Performance Prediction.

Journal: Ear and hearing

Published: April 04, 2025

Unveiling sub-populations in critical care settings: a real-world data approach in COVID-19.

Journal: Frontiers in public health

Published: December 13, 2024

HiMAL: Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting Alzheimer's disease progression.

Journal: JAMIA open

Published: June 14, 2024

Artificial Intelligence in Otology and Neurotology.

Journal: Otolaryngologic clinics of North America

Published: June 13, 2024

Developing approaches to incorporate donor-lung computed tomography images into machine learning models to predict severe primary graft dysfunction after lung transplantation.

Journal: American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons

Published: June 11, 2024