SMM4H Shared Task 2020 - A Hybrid Pipeline for Identifying Prescription Drug Abuse from Twitter: Machine Learning, Deep Learning, and Post-Processing. - Isabel Metzger; Emir Y. Haskovic; Allison Black; Whitley M. Yi; Rajat S. Chandra; Mark T. Rutledge; William McMahon; Yindalon Aphinyanaphongs (SMM4H@COLING, 2020)

Assessment of Amazon Comprehend Medical: Medication Information Extraction. - Benedict Guzman; Isabel Metzger; Yindalon Aphinyanaphongs; Himanshu Grover (CoRR, 2020)

Expanding the Reach of Structured EHR Data with Clinical Notes Improving End-of-Life Prediction. - Seda Bilaloglu; Vincent J. Major; Himanshu Grover; Isabel Metzger; Yindalon Aphinyanaphongs (FLAIRS, 2021)