A machine learning based approach to identify protected health information in Chinese clinical text

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

Computing, Computer Science, Computational Linguistics +12

International Classification of Diseases

F. Avery Jones · Gut · 1978 · 2.9K citations · Full text

Health Professions, Internal Medicine, Clinical Classification Systems +3

Automated Identification of Postoperative Complications Within an Electronic Medical Record Using Natural Language Processing

Harvey J. Murff, Fern FitzHenry, Michael E. Matheny et al. · JAMA · 2011 · 493 citations

Computing, Health Informatics, Surgery +13

Evaluating the State-of-the-Art in Automatic De-identification

Özlem Uzuner, Yuan Luo, Peter Szolovits · Journal of the American Medical Informatics Association · 2007 · 456 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus

Amber Stubbs, Özlem Uzuner · Journal of Biomedical Informatics · 2015 · 215 citations · Full text

Computing, Biomedical Informatics, Health Informatics +14