Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation

• প্রধান লেখক: Zhao, Yiqing (লেখক), Fu, Sunyang (লেখক), Bielinski, Suzette J (লেখক), Decker, Paul A (লেখক), Chamberlain, Alanna M (লেখক), Roger, Veronique L (লেখক), Liu, Hongfang (লেখক), Larson, Nicholas B (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: JMIR Publications, 2021-03-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: Connect to this object online.

BackgroundStroke is an important clinical outcome in cardiovascular research. However, the ascertainment of incident stroke is typically accomplished via time-consuming manual chart abstraction. Current phenotyping efforts using electronic health records for stroke focus on case ascertainment rather...