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Authors
Ong, Jasmine Chiat Ling
Ning, Yilin
Yang, Rui https://orcid.org/0009-0006-0597-7197
Bitterman, Danielle S.
Liu, Xiaoxuan https://orcid.org/0000-0002-1286-0038
Tham, Yih Chung https://orcid.org/0000-0002-6752-797X
Collins, Gary S. https://orcid.org/0000-0002-2772-2316
Jiménez de Tavárez, Michelle María
Mateen, Bilal A. https://orcid.org/0000-0003-4423-6472
Amissah-Arthur, Kwesi Nyan https://orcid.org/0000-0003-2018-2043
Sheng, Bin https://orcid.org/0000-0001-8678-2784
Tan, Iain Bee Huat https://orcid.org/0000-0003-4951-0354
Hong, Chuan
Cheng, Lionel Tim-Ee
Goldstein, Benjamin Alan
Le, Phuoc V.
Liu, Yun
Tan, Hiang Khoon
Ong, Marcus Eng Hock
Wagner, Siegfried K. https://orcid.org/0000-0003-4915-4353
Denniston, Alastair K. https://orcid.org/0000-0001-7849-0087
Keane, Pearse A. https://orcid.org/0000-0002-9239-745X
Car, Josip
Chapman, Wendy W.
Moons, Karel G. M.
Wong, Tien Yin https://orcid.org/0000-0002-8448-1264
Topol, Eric J. https://orcid.org/0000-0002-1478-4729
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Funding
Funding for this research was provided by:
Duke-NUS Medical School
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Article History
Received: 23 June 2025
Accepted: 11 November 2025
First Online: 15 January 2026
Competing interests
: D.S.B. is an associate editor of JCO Clinical Cancer Informatics (not related to the submitted work), an associate editor of the Radiation Oncology section of HemOnc.Org (not related to the submitted work) and on the scientific advisory board of Mercurial AI (not related to the submitted work). The other authors declare no competing interests.
