Explainable AI for classifying vertebral fracture histology in digital spine pathology
This pipeline combines diagnostic performance with transparent interpretability and operates efficiently on modest computing resources, supporting telepathology deployment in resource-limited settings. By uniting classification, biological insight, and scalable implementation, the framework advances AI-enabled digital pathology toward more equitable global healthcare delivery.
Authors
- Panyi Yang
Institutions
- Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2026-01-15
- DOI
- https://doi.org/10.3389/fmed.2025.1726453
- Primary Topic
- Bone and Joint Diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Department of Science and Technology of Sichuan Province
- Peking Union Medical College Hospital