Open knowledge / AI & multimodal
Selected academic work on generative AI, multimodal data fusion, and foundation models in medical imaging.
04selected academic
publication records
Selected bibliography
Selected academic publications by the named researchers, including work completed at other institutions. Inclusion does not imply that OPEN funded or sponsored the work.
4 publication records
Journal of the American Medical Informatics Association · 31(6), 1441–1444 · 2024
A perspective on bringing generative AI into healthcare systems, with attention to adoption, organizational culture, and practical value.
Research Square · Version 1 · April 28, 2025 · PMC12060978
A review of multimodal foundation models for medical imaging. The linked PMC version is a preprint and has not been peer reviewed by a journal.
DOI: 10.21203/rs.3.rs-5537908/v1 (opens in a new tab)
An earlier medRxiv version has DOI 10.1101/2024.10.23.24316003 and the title ‘Multimodal Foundation Models for Medical Imaging - A Systematic Review and Implementation Guidelines’. These are versions of the same research, not two separate publications.
Earlier preprint (opens in a new tab)npj Digital Medicine · 3, Article 136 · October 16, 2020
A systematic review of techniques that combine medical imaging with electronic health records, with implementation guidance for multimodal data fusion.
EMNLP 2020 · arXiv:2004.09167 · revised October 18, 2020
A BERT-based approach to radiology report labeling that brings together automated labels and expert annotations.
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Source records establish titles, authors, dates, and publication status. They do not establish OPEN sponsorship. Preprints are explicitly identified. Metadata reviewed October 20, 2026.