Prov-GigaPath: Prov-GigaPath: Whole-Slide Pathology Foundation Model Pre-Trained on 1.3 Billion Parameters from Real-World Biopsies

Prov-GigaPath is an open-source clinical AI foundation model engineered for Oncology / Surgical Pathology and Gigapixel Digital Pathology (WSI) applications.

Key Features

• Architecture: Domain-hardened neural network optimized for offline hospital edge inference.
• License: MIT Open Source.
• Benchmarks: Validated against Nature 2024 Benchmark Suite, TCGA Pan-Cancer, Prov-Pathology-170K.
• Repository: https://github.com/prov-gigapath/gigapath

Verification & Deployment

Available for air-gapped deployment in hospital IT environments, clinical research laboratories, and healthcare edge devices.