Division of Biology and Medicine
Brown Center for Biomedical Informatics

Aaron Eisman

MD/PhD Program (BCBI/CCMB)
Advisor Neil Sarkar


Eisman AS, Shah NR, Eickhoff C, Zerveas G, Chen ES, Wu WC, Sarkar IN. Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. AMIA Annu Symp Proc. 2021 Jan 25;2020:412-421. PMID: 33936414; PMCID: PMC8075440.

Eisman AS, Weiner RB, Chen ES, Stey PC, Wadhera RK, Kithcart AP, Sarkar IN. An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use Criteria. AMIA Annu Symp Proc. 2018 Apr 16;2017:670-678. PMID: 29854132; PMCID: PMC5977700.

Eisman AS, Brown KA, Chen ES, Sarkar IN. Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic Types. AMIA Annu Symp Proc. 2022 Feb 21;2021:418-427. PMID: 35308919; PMCID: PMC8861726.