Research and Development

Elkin PL, Mullin S, Mardekian J, Crowner C, Sakilay S, Sinha S, Brady G, Wright M, Nolen K, Trainer J, Koppel R, Schlegel D, Kaushik S, Zhao J, Song B, Anand E. Using Artificial Intelligence With Natural Language Processing to Combine Electronic Health Record's Structured and Free Text Data to Identify Nonvalvular Atrial Fibrillation to Decrease Strokes and Death: Evaluation and Case-Control Study. J Med Internet Res. 2021 Nov 9;23(11):e28946. doi: 10.2196/28946. PMID: 34751659; PMCID: PMC8663460.

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https://pubmed.ncbi.nlm.nih.gov/34751659/

Elkin PL, Mullin S, Sakilay S. Biomedical Informatics Investigator. Stud Health Technol Inform. 2018;255:195-199. PMID: 30306935; PMCID: PMC7847179. 

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https://pubmed.ncbi.nlm.nih.gov/30306935/

 Mullin S, Zola J, Lee R, Hu J, MacKenzie B, Brickman A, Anaya G, Sinha S, Li A, Elkin PL. Longitudinal K-means approaches to clustering and analyzing EHR opioid use trajectories for clinical subtypes. J Biomed Inform. 2021 Oct;122:103889. doi: 10.1016/j.jbi.2021.103889. Epub 2021 Aug 16. PMID: 34411708.

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https://pubmed.ncbi.nlm.nih.gov/34411708/