Published on in Vol 9, No 2 (2021): February
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/18298, first published
.

Journals
- Hegselmann S, Storck M, Gessner S, Neuhaus P, Varghese J, Bruland P, Meidt A, Mertens C, Riepenhausen S, Baier S, Stöcker B, Henke J, Schmidt C, Dugas M. Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse. BMC Medical Informatics and Decision Making 2021;21(1) View
- Shah-Mohammadi F, Finkelstein J. Addressing Semantic Variability in Clinical Outcome Reporting Using Large Language Models. BioMedInformatics 2024;4(4):2173 View
Conference Proceedings
- Parvanova I, Borziak K, Guarino J, Finkelstein J. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). A Platform for Integrating and Sharing Cancer Stem Cell Data View
- Shah-Mohammadi F, Finkelstein J. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Contextualized Large Language Model-Based Architecture for Outcome Measure Alignment in Clinical Trials View
- Shah-Mohammadi F, Finkelstein J. 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC). Large Language Model-Based Architecture for Automatic Outcome Data Extraction to Support Meta-Analysis View
- Shah-Mohammadi F, Finkelstein J. 2024 IEEE 6th Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS). Toward Automated Meta-Analysis: Leveraging Large Language Model-Driven Outcome Alignment and Data Extraction View
- Shah-Mohammadi F, Finkelstein J. 2024 IEEE 15th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). Comparative Analysis of Rule-Based and Large Language Model-Based Approaches in Addressing Variability in Clinical Outcome Reporting View