Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction.

Citation
Keats K, Deng S, Chen X, Zhang T, Devlin JW, Murphy DJ, Smith SE, Murray B, Kamaleswaran R, Sikora A. Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. medRxiv [Preprint]. 2024 Mar 22:2024.03.21.24304663. doi: 10.1101/2024.03.21.24304663. PMID: 38562806; PMCID: PMC10984037.
Link
https://pubmed.ncbi.nlm.nih.gov/38562806/
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction
Technology
Machine Learning
Document Type
Journal Publication
Research Method
Quantitative
Retrospective