Detecting acute bilirubin encephalopathy in neonates based on multimodal MRI images and non-image clinical data
Our study demonstrated that ABE diagnostic performance based on deep features from multi-modal MRI images could be significantly improved by incorporating clinical features. The proposed strategy may potentially be applicable to clinical practice to facilitate clinical management.
Authors
- Miao Wu (ORCID: https://orcid.org/0000-0002-5067-5589)
- Qian Liu (ORCID: https://orcid.org/0000-0002-6986-5542)
- Can Lai
Institutions
- Xinjiang Medical University (CN)
- Children's Hospital of Zhejiang University (CN)
Publication Details
- Journal
- BMC Pediatrics
- Published
- 2025-05-26
- DOI
- https://doi.org/10.1186/s12887-025-05411-3
- Primary Topic
- Neonatal Health and Biochemistry
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Xinjiang