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Peer-reviewedLicence not statedNature Biomedical Engineering

Foundation models in biomedical imaging: turning hype into reality

  • Amgad Muneer1
  • Kai Zhang1
  • Ibraheem Hamdi1
  • Rizwan Qureshi2,3
  • Muhammad Waqas1
  • Shereen Fouad4
  • Hazrat Ali5
  • Syed Muhammad Anwar6,7
  • Jia Wu8,9
9 affiliations
  1. 1Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
  2. 2Department of Computer Science, Salim Habib University, Karachi, Pakistan
  3. 3Pediatric Surgical Research Laboratories, Massachusetts General Hospital, Boston, MA, USA
  4. 4School of Computer Science and Digital Technologies, Aston Centre for Artificial Intelligence Research and Application, Aston University, Birmingham, UK
  5. 5School of Computing Data and Mathematical Sciences, University of Stirling, Stirling, UK
  6. 6School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
  7. 7Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC, USA
  8. 8Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. [email protected]
  9. 9Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. [email protected]
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Cite

BibTeXRIS
BibTeX
@article{muneer2026foundation,
  title = {{Foundation models in biomedical imaging: turning hype into reality}},
  author = {Amgad Muneer and Kai Zhang and Ibraheem Hamdi and Rizwan Qureshi and Muhammad Waqas and Shereen Fouad and Hazrat Ali and Syed Muhammad Anwar and Jia Wu},
  journal = {Nature Biomedical Engineering},
  year = {2026},
  month = aug,
  doi = {10.1038/s41551-026-01762-z},
  url = {https://arxiv.org/abs/2512.15808},
}
RIS
TY  - JOUR
TI  - Foundation models in biomedical imaging: turning hype into reality
AU  - Amgad Muneer
AU  - Kai Zhang
AU  - Ibraheem Hamdi
AU  - Rizwan Qureshi
AU  - Muhammad Waqas
AU  - Shereen Fouad
AU  - Hazrat Ali
AU  - Syed Muhammad Anwar
AU  - Jia Wu
PY  - 2026
DA  - 2026/08/11
JO  - Nature Biomedical Engineering
DO  - 10.1038/s41551-026-01762-z
UR  - https://arxiv.org/abs/2512.15808
SN  - 2157-846X
ER  -