Development and Validation of a Smartphone Application for Neonatal Jaundice Screening
In this diagnostic study of a new smartphone-based ML app, there was good correlation and statistical agreement with TSB with sensitivity of 100%. The screening tool has the potential to be an NNJ screening tool, with treatment decisions based on TSB (reference standard). Further prospective studies are needed to establish the generalizability and cost-effectiveness of the screening tool in the clinical setting.
Authors
- Zi Ying Chang (ORCID: https://orcid.org/0000-0002-7456-4170)
- Imelda Lustestica Ereno (ORCID: https://orcid.org/0000-0002-1388-666X)
- Ngiap Chuan Tan (ORCID: https://orcid.org/0000-0002-5946-1149)
- Audrey Wai Mei Seet
- Cheo Lian Yeo (ORCID: https://orcid.org/0000-0002-6861-3829)
- Ruiheng Ong (ORCID: https://orcid.org/0000-0002-6513-0071)
- Mary Grace Tan
- Aminath Shiwaza Moosa (ORCID: https://orcid.org/0000-0003-1239-8215)
- Alvin Jia Hao Ngeow (ORCID: https://orcid.org/0000-0002-1767-4402)
- T. Lu
- Sridhar Arunachalam
- Yih Yann Tay
- Vina Tagamolila
- Lin Zou (ORCID: https://orcid.org/0000-0002-6265-6801)
- Varsha Atul Shah
- Selina Kah Ying Ho
- Li Ping Marianne Tsang
- Kuok Wei Chia
- Gek Hsiang Lim
- Daisy Kwai Lin Chan
- M.H. Lim
- Woei Bing Poon
- Samson Kei Him Cheung
- Nicholas Wei Jie Hong
- Ser Yee Soh
- Benny K. L. Yip
- Kelvin Yap
- Andy Wee An Ta
- Han Leong Goh
- Kok Wooi Teoh
- Sarah Hui Wen Yao
- Usha Kunnumpurath Sivan
- Amelia Suan-Lin Koe
- Yoke Yen Lau
- Kum Chue Khong
- Sharon Kheng Lai Yam
- Subramanian Reena Chandhini
- Jacqueline Su-Lin Teoh
- Millie Ming Rong Goh
- Jared Ryan Durnford
Institutions
- National University of Singapore (SG)
- Nanyang Technological University (SG)
- Singapore General Hospital (SG)
- SingHealth Polyclinics (SG)
- Duke-NUS Medical School (SG)
Publication Details
- Journal
- JAMA Network Open
- Published
- 2024-12-11
- DOI
- https://doi.org/10.1001/jamanetworkopen.2024.50260
- Citations
- 15
- Primary Topic
- Neonatal Health and Biochemistry
- Type
- article
- Field-Weighted Citation Impact
- 16.64