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Peer-reviewedCC BY-NCBMJ open

Machine-learning model for distinguishing cytomegalovirus infection status in hospitalised patients with systemic lupus erythematosus: a retrospective cohort study with temporal validation.

  • Ling Qin1
  • Junxian Hong1,2,3,4
  • Jiaxuan Liu5,6
  • Shuang Zhou2
  • Jinjing Liu7
  • Wei Cao8
  • Quansheng Wu5,6
  • Xiaofeng Zeng2
  • Taisheng Li1,9
9 affiliations
  1. 1Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.
  2. 2Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.
  3. 3School of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing, People's Republic of China.
  4. 4Department of Internal Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.
  5. 5Beijing National Laboratory for Condensed Matter Physics and Institute of Physics, Chinese Academy of Sciences, Beijing, People's Republic of China.
  6. 6University of Chinese Academy of Sciences, Beijing, People's Republic of China.
  7. 7Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China [email protected] [email protected].
  8. 8Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China [email protected] [email protected].
  9. 9State Key Laboratory of Complex, Severe and Rare Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.
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Cite

BibTeXRIS
BibTeX
@article{qin2026machinelearning,
  title = {{Machine-learning model for distinguishing cytomegalovirus infection status in hospitalised patients with systemic lupus erythematosus: a retrospective cohort study with temporal validation.}},
  author = {Ling Qin and Junxian Hong and Jiaxuan Liu and Shuang Zhou and Jinjing Liu and Wei Cao and Quansheng Wu and Xiaofeng Zeng and Taisheng Li},
  journal = {BMJ open},
  year = {2026},
  month = oct,
  doi = {10.1136/bmjopen-2026-121354},
  url = {https://europepmc.org/article/MED/42849944},
  note = {CC BY-NC},
}
RIS
TY  - JOUR
TI  - Machine-learning model for distinguishing cytomegalovirus infection status in hospitalised patients with systemic lupus erythematosus: a retrospective cohort study with temporal validation.
AU  - Ling Qin
AU  - Junxian Hong
AU  - Jiaxuan Liu
AU  - Shuang Zhou
AU  - Jinjing Liu
AU  - Wei Cao
AU  - Quansheng Wu
AU  - Xiaofeng Zeng
AU  - Taisheng Li
PY  - 2026
DA  - 2026/10/08
JO  - BMJ open
DO  - 10.1136/bmjopen-2026-121354
UR  - https://europepmc.org/article/MED/42849944
SN  - 2044-6055
ER  -