Classification of hospital acquired complications using temporal clinical information from a large electronic health record

Article ID	Journal	Published Year	Pages	File Type
6927895	Journal of Biomedical Informatics	2016	9 Pages	PDF

Keywords

TNR International Classification of Diseases, 9th edition, Clinical Modification MIMIC ROC ICD-9-CM AUC HAC intensive care unit ICU Electronic Health Record Ranking TPR Classification Receiver operating characteristic curve area under the ROC curve Temporal True positive rate True negative rate EHR

Related Topics

Physical Sciences and Engineering Computer Science Computer Science Applications

Classification of hospital acquired complications using temporal clinical information from a large electronic health record

Authors

Jeremy L. Warner, Peijin Zhang, Jenny Liu, Gil Alterovitz,