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Peer-reviewedCC BYEClinicalMedicine

Derivation of a blood count-based machine learning model to prioritise sequencing for high-risk clonal haematopoiesis: a retrospective cohort study

  • Riya Nandi1
  • Kun Zhao2
  • Yash Pershad2
  • Nabi Nazmoon Khondoker3
  • Caitlyn Vlasschaert4
  • Md Mesbah Uddin5
  • Pradeep Natarajan5
  • Daniel J. DeAngelo6
  • Marlise R. Luskin6
  • R. Coleman Lindsley6
  • Hajime Uno1
  • Shai Shimony6
2 more authors
  • Alexander G. Bick2
  • Lachelle D. Weeks1
6 affiliations
  1. 1Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
  2. 2Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
  3. 3Harvard T.H. Chan School of Public Health, Boston, MA, USA
  4. 4Queens University, Kingston, Ontario, Canada
  5. 5Heart and Vascular Institute, Massachusetts General Brigham, Boston, MA, USA
  6. 6Division of Hematologic Malignancies, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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Cite

BibTeXRIS
BibTeX
@article{nandi2026derivation,
  title = {{Derivation of a blood count-based machine learning model to prioritise sequencing for high-risk clonal haematopoiesis: a retrospective cohort study}},
  author = {Riya Nandi and Kun Zhao and Yash Pershad and Nabi Nazmoon Khondoker and Caitlyn Vlasschaert and Md Mesbah Uddin and Pradeep Natarajan and Daniel J. DeAngelo and Marlise R. Luskin and R. Coleman Lindsley and Hajime Uno and Shai Shimony and Alexander G. Bick and Lachelle D. Weeks},
  journal = {EClinicalMedicine},
  year = {2026},
  month = sep,
  url = {https://europepmc.org/article/PMC/PMC13659614},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Derivation of a blood count-based machine learning model to prioritise sequencing for high-risk clonal haematopoiesis: a retrospective cohort study
AU  - Riya Nandi
AU  - Kun Zhao
AU  - Yash Pershad
AU  - Nabi Nazmoon Khondoker
AU  - Caitlyn Vlasschaert
AU  - Md Mesbah Uddin
AU  - Pradeep Natarajan
AU  - Daniel J. DeAngelo
AU  - Marlise R. Luskin
AU  - R. Coleman Lindsley
AU  - Hajime Uno
AU  - Shai Shimony
AU  - Alexander G. Bick
AU  - Lachelle D. Weeks
PY  - 2026
DA  - 2026/09/22
JO  - EClinicalMedicine
UR  - https://europepmc.org/article/PMC/PMC13659614
SN  - 2589-5370
ER  -