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Peer-reviewedLicence not statedMedical Image Analysis

Foundation models in medical image analysis: A systematic review and quantitative analysis

  • Praveenbalaji Rajendran1
  • Mojtaba Safari2
  • Wenfeng He3
  • Mingzhe Hu3
  • Keyur Devendra Shah1
  • Shansong Wang2
  • Jun Zhou1
  • Xiaofeng Yang4
4 affiliations
  1. 1Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
  2. 2Department of Radiation and Cellular Oncology, The University of Chicago, IL, 60637, USA
  3. 3Department of Computer Science and Informatics, Emory University, Atlanta, GA, 30322, USA
  4. 4Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA; Department of Radiation and Cellular Oncology, The University of Chicago, IL, 60637, USA; Department of Computer Science and Informatics, Emory University, Atlanta, GA, 30322, USA. Electronic address: [email protected]
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Cite

BibTeXRIS
BibTeX
@article{rajendran2026foundation,
  title = {{Foundation models in medical image analysis: A systematic review and quantitative analysis}},
  author = {Praveenbalaji Rajendran and Mojtaba Safari and Wenfeng He and Mingzhe Hu and Keyur Devendra Shah and Shansong Wang and Jun Zhou and Xiaofeng Yang},
  journal = {Medical Image Analysis},
  year = {2026},
  month = aug,
  doi = {10.1016/j.media.2026.104293},
  url = {https://pmc.ncbi.nlm.nih.gov/articles/PMC13681227/},
}
RIS
TY  - JOUR
TI  - Foundation models in medical image analysis: A systematic review and quantitative analysis
AU  - Praveenbalaji Rajendran
AU  - Mojtaba Safari
AU  - Wenfeng He
AU  - Mingzhe Hu
AU  - Keyur Devendra Shah
AU  - Shansong Wang
AU  - Jun Zhou
AU  - Xiaofeng Yang
PY  - 2026
DA  - 2026/08/27
JO  - Medical Image Analysis
DO  - 10.1016/j.media.2026.104293
UR  - https://pmc.ncbi.nlm.nih.gov/articles/PMC13681227/
SN  - 1361-8415
SN  - 1361-8423
SN  - 1361-8431
ER  -