Liew, Tau Ming https://orcid.org/0000-0003-1555-7752
Foo, Jessica Yi Hui
Yang, Howard
Tay, Sze Yan https://orcid.org/0000-0002-7624-1308
Koay, Way Inn
Yip, King Fan https://orcid.org/0000-0002-1183-1112
Ting, Simon Kang Seng
Narasimhalu, Kaavya https://orcid.org/0000-0001-6116-3020
Li, Weishan https://orcid.org/0000-0002-9548-2393
Tan, Congyuan https://orcid.org/0009-0009-1000-0673
Luo, Danlin
Chong, Rebecca
Shong, Rachel
Sia, Christopher
Koh, Gerald Choon-Huat
Thumboo, Julian
Funding for this research was provided by:
Singapore Prime Minister Office’s Smart Nation and Digital Government Office
Article History
Received: 30 September 2024
Accepted: 14 March 2025
First Online: 23 March 2025
Competing interests
: Singapore Health Services (SingHealth) and Government Technology Agency of Singapore (GovTech) have submitted a provisional patent to the Intellectual Property Office of Singapore pertaining to the methods and compositions of PENSIEVE-AI (provisional application No. 10202500088 R), with T.M.L. and J.Y.H.F. listed as the co-inventors. T.M.L. has provided consultation to Lundbeck. K.N. has provided consultation to Takeda. The remaining authors declare no conflicts of interest.