Author(s): Ohno-Machado, Lucila
DOI: 10.1093/jamia/ocv119
Author(s): Ohno-Machado, Lucila
DOI: 10.1093/jamia/ocv119
Hospital-acquired acute kidney injury (HA-AKI) is a potentially preventable cause of morbidity and mortality. Identifying high-risk patients prior to the onset of kidney injury is a key step towards AKI prevention.
Author(s): Cronin, Robert M, VanHouten, Jacob P, Siew, Edward D, Eden, Svetlana K, Fihn, Stephan D, Nielson, Christopher D, Peterson, Josh F, Baker, Clifton R, Ikizler, T Alp, Speroff, Theodore, Matheny, Michael E
DOI: 10.1093/jamia/ocv051
Automatically identifying specific phenotypes in free-text clinical notes is critically important for the reuse of clinical data. In this study, the authors combine expert-guided feature (text) selection with one-class classification for text processing.
Author(s): Joffe, Erel, Pettigrew, Emily J, Herskovic, Jorge R, Bearden, Charles F, Bernstam, Elmer V
DOI: 10.1093/jamia/ocv010
An individual's birth month has a significant impact on the diseases they develop during their lifetime. Previous studies reveal relationships between birth month and several diseases including atherothrombosis, asthma, attention deficit hyperactivity disorder, and myopia, leaving most diseases completely unexplored. This retrospective population study systematically explores the relationship between seasonal affects at birth and lifetime disease risk for 1688 conditions.
Author(s): Boland, Mary Regina, Shahn, Zachary, Madigan, David, Hripcsak, George, Tatonetti, Nicholas P
DOI: 10.1093/jamia/ocv046
To create a multilingual gold-standard corpus for biomedical concept recognition.
Author(s): Kors, Jan A, Clematide, Simon, Akhondi, Saber A, van Mulligen, Erik M, Rebholz-Schuhmann, Dietrich
DOI: 10.1093/jamia/ocv037
Author(s): Fridsma, Doug B
DOI: 10.1093/jamia/ocv122
Identifying patients who are medication nonpersistent (fail to refill in a timely manner) is important for healthcare operations and research. However, consistent methods to detect nonpersistence using electronic pharmacy records are presently lacking. We developed and validated a nonpersistence algorithm for chronically used medications.
Author(s): Parker, Melissa M, Moffet, Howard H, Adams, Alyce, Karter, Andrew J
DOI: 10.1093/jamia/ocv054
Semantic role labeling (SRL), which extracts a shallow semantic relation representation from different surface textual forms of free text sentences, is important for understanding natural language. Few studies in SRL have been conducted in the medical domain, primarily due to lack of annotated clinical SRL corpora, which are time-consuming and costly to build. The goal of this study is to investigate domain adaptation techniques for clinical SRL leveraging resources built [...]
Author(s): Zhang, Yaoyun, Tang, Buzhou, Jiang, Min, Wang, Jingqi, Xu, Hua
DOI: 10.1093/jamia/ocu048
To develop and test an instrument for assessing a healthcare organization's ability to mitigate malpractice risk through clinical decision support (CDS).
Author(s): Wright, Adam, Maloney, Francine L, Wien, Matthew, Samal, Lipika, Emani, Srinivas, Zuccotti, Gianna
DOI: 10.1093/jamia/ocv041