Development of an interpretable ensemble learning model for thalassemia detection in pregnant women using routine hematological parameters
Thal-classifier is a practical and reliable tool for early detection of thalassemia in pregnant populations, offering valuable support for prenatal screening and individualized clinical decision-making.
Authors
- Xianning Dai
- Mengjie Xu (ORCID: https://orcid.org/0009-0000-7297-4427)
- Kai Xu (ORCID: https://orcid.org/0000-0002-1341-1525)
- Jianchao Ying (ORCID: https://orcid.org/0000-0002-6341-5903)
- Qian Wang (ORCID: https://orcid.org/0009-0001-5620-9407)
Institutions
- Wenzhou Medical University (CN)
- First Affiliated Hospital of Wenzhou Medical University (CN)
- Ruian People's Hospital (CN)
- Wenzhou City People's Hospital (CN)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251396982
- Primary Topic
- Hemoglobinopathies and Related Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00