Federated Learning
RWE on Edge. Bring your algorithms to the hospital data, not data to the cloud. Read more.
Welcome to ColabBio Docs
Enterprise-grade open-source infrastructure for Precision Medicine, featuring Federated Learning, Multi-Tenant isolation, and Real-World Evidence on the Edge.
Enterprise Capabilities & Architecture
Section titled “Enterprise Capabilities & Architecture”Multi-Tenant Isolation
Strict namespace and database isolation. Share clusters logically or deploy physically isolated edge nodes. Read more.
Deployment Models
From local Docker Compose to on-premise MicroK8s hospital clusters and scalable Cloud IaC. Read more.
Open Source Projects
Section titled “Open Source Projects”Base Platform
Scalable Kubernetes-based infrastructure powering the ecosystem.
Pathology Viewer
Zero-footprint web viewer with real-time multi-model AI inference for gigapixel WSI.
Medical FUSE VFS
High-performance Virtual File System for universal interoperability (OMOP, FHIR, DICOM).
SlideLab Preprocessing
High-performance pipeline for WSI masking, normalization, and tiling.
Tenant Pilot: SlideLab/abMiL
Real-world AI pilot training on WSIs without pixel-level annotations, powered by MedVFS and SlideLab.