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Peer-reviewedCC BY-NC-NDOsteoporosis and sarcopenia

An integrated deep learning and large language model for automated knee osteoarthritis grading and reporting from the Vietnam Osteoporosis Study

  • Dinh T. Nguyen1
  • Duy K. Hoang1
  • Linh N. Luu2
  • An T. Truong2
  • Hien Q. Kha2
  • Huy T. Tran2
  • Phu D. Ho3
  • Thach S. Tran4
  • Sai Ho Ling5
  • David J. Hunter6
  • Lan T. Ho-Pham2
  • Tuan V. Nguyen1
6 affiliations
  1. 1School of Biomedical Engineering, University of Technology Sydney, Sydney, Australia
  2. 2Saigon Precision Medicine Research Center, Ho Chi Minh City, Viet Nam
  3. 3School of Health Sciences, University of Newcastle, Newcastle, Australia
  4. 4Garvan Institute of Medical Research, Sydney, Australia
  5. 5School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia
  6. 6Sydney Musculoskeletal Health, Kolling Institute, University of Sydney, Sydney, Australia
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Cite

BibTeXRIS
BibTeX
@article{nguyen2026integrated,
  title = {{An integrated deep learning and large language model for automated knee osteoarthritis grading and reporting from the Vietnam Osteoporosis Study}},
  author = {Dinh T. Nguyen and Duy K. Hoang and Linh N. Luu and An T. Truong and Hien Q. Kha and Huy T. Tran and Phu D. Ho and Thach S. Tran and Sai Ho Ling and David J. Hunter and Lan T. Ho-Pham and Tuan V. Nguyen},
  journal = {Osteoporosis and sarcopenia},
  year = {2026},
  month = jul,
  url = {https://europepmc.org/article/PMC/PMC13662880},
  note = {CC BY-NC-ND},
}
RIS
TY  - JOUR
TI  - An integrated deep learning and large language model for automated knee osteoarthritis grading and reporting from the Vietnam Osteoporosis Study
AU  - Dinh T. Nguyen
AU  - Duy K. Hoang
AU  - Linh N. Luu
AU  - An T. Truong
AU  - Hien Q. Kha
AU  - Huy T. Tran
AU  - Phu D. Ho
AU  - Thach S. Tran
AU  - Sai Ho Ling
AU  - David J. Hunter
AU  - Lan T. Ho-Pham
AU  - Tuan V. Nguyen
PY  - 2026
DA  - 2026/07/09
JO  - Osteoporosis and sarcopenia
UR  - https://europepmc.org/article/PMC/PMC13662880
SN  - 2405-5255
SN  - 2405-5263
ER  -