Quantification of intratumoral heterogeneity using habitat-based MRI radiomics for predicting high-Gleason scores and castration-resistant PCa: retrospective study
Our study developed ITH signatures that quantified ITH using habitat-based MRI radiomics, which demonstrated outstanding performance in predicting both high GS and CRPC.
Authors
- Xin Yang (ORCID: https://orcid.org/0000-0001-7864-8518)
- Yongsheng He (ORCID: https://orcid.org/0000-0001-6352-6286)
- Xuan Qi (ORCID: https://orcid.org/0000-0002-7581-6106)
- Chang Zhai
- Hongkai Yang (ORCID: https://orcid.org/0009-0005-2303-0725)
Institutions
- Anshan Hospital (CN)
Publication Details
- Journal
- BMC Cancer
- Published
- 2025-11-21
- DOI
- https://doi.org/10.1186/s12885-025-15300-8
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00