This paper is in the following e-collection/theme issue:

Tools, Programs and Algorithms (368) New Methods (1119) Pulmonology, COPD (191)

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 .
Automated Identification of Common Disease-Specific Outcomes for Comparative Effectiveness Research Using ClinicalTrials.gov: Algorithm Development and Validation Study

Automated Identification of Common Disease-Specific Outcomes for Comparative Effectiveness Research Using ClinicalTrials.gov: Algorithm Development and Validation Study

Automated Identification of Common Disease-Specific Outcomes for Comparative Effectiveness Research Using ClinicalTrials.gov: Algorithm Development and Validation Study

Authors of this article:

Anas Elghafari1 Author Orcid Image ;   Joseph Finkelstein1 Author Orcid Image
Article Authors Cited by (7) Tweetations (1) Metrics

Journals

  1. 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
  2. Shah-Mohammadi F, Finkelstein J. Addressing Semantic Variability in Clinical Outcome Reporting Using Large Language Models. BioMedInformatics 2024;4(4):2173 View

Conference Proceedings

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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