Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome

TitleAccounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome
Publication TypeJournal Article
Year of Publication2018
AuthorsReamaroon N, Sjoding MW, Lin K, Iwashyna TJ, Najarian K
JournalIEEE Journal of Biomedical and Health Informatics
Pagination1-1
ISSN2168-2194
Keywordsacute respiratory distress syndrome, Data models, Electronic mail, Electronic medical records, label uncertainty, Machine learning, Machine learning algorithms, sampling from longitudinal electronic health records (EHR), support vector machine, Support Vector Machines, Training, Uncertainty
DOI10.1109/JBHI.2018.2810820