Multimodal MRI radiomics and deep learning for brain age prediction: age-corrected brain age gap analysis in patients with insomnia
The multimodal MRI radiomics-deep learning fusion model enables accurate brain age prediction and reveals evidence of accelerated brain aging in patients with insomnia.
Authors
- Jiandong Guo (ORCID: https://orcid.org/0009-0007-0707-2276)
- Jingshan Gong
- Junxiong Zhao
- Yongyi Li
- Yue Zhou
- Shasha Zeng
Institutions
- Jinan University (CN)
- Shenzhen Luohu People's Hospital (CN)
- Shenzhen Second People's Hospital (CN)
- Fourth People's Hospital of Shenzhen (CN)
Publication Details
- Journal
- BioMedical Engineering OnLine
- Published
- 2026-01-09
- DOI
- https://doi.org/10.1186/s12938-026-01512-x
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00