Using annotation for computerized support for fast skimming of cardiology electronic health record notes. - Mahshad Koohi H. Dehkordi; Andrew J. Einstein; Shuxin Zhou; Gai Elhanan; Yehoshua Perl; Vipina Kuttichi Keloth; James Geller; Hao Liu 025 (BIBM, 2023)

Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs. - Mahshad Koohi H. Dehkordi; Shuxin Zhou; Yehoshua Perl; Fadi P. Deek; Andrew J. Einstein; Gai Elhanan; Zhe He 001; Hao Liu 025 (BIBM, 2024)

Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs. - Navya Martin Kollapally; Mahshad Koohi H. Dehkordi; Yehoshua Perl; James Geller; Fadi P. Deek; Hao Liu 025; Vipina Kuttichi Keloth; Gai Elhanan; Andrew J. Einstein; Shuxin Zhou (BIBM, 2024)

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining. - Mahshad Koohi H. Dehkordi; Navya Martin Kollapally; Yehoshua Perl; James Geller; Fadi P. Deek; Hao Liu 025; Vipina Kuttichi Keloth; Gai Elhanan; Andrew J. Einstein (BIOSTEC (2), 2024)

CFC Annotator: A Cluster-Focused Combination Algorithm for Annotating Electronic Health Records by Referencing Interface Terminology. - Shuxin Zhou; Hao Liu 025; Pritam Sen; Yehoshua Perl; Mahshad Koohi H. Dehkordi (BIOSTEC (2): HEALTHINF, 2025)