MD.ai

As a medical imaging AI platform, MD.ai stays on the radiology side instead of trying to cover all of healthcare.

MD.ai is a medical imaging AI tool for building, validating and deploying radiology models, and it gives radiologists tools for reporting and annotation.

Annotation, reporting workflows and model validation sit in a single place.

Native DICOM support means you can open imaging studies in their standard format without converting files first.

AI-assisted annotation cuts down the manual labeling that usually slows dataset building.

MD.ai also connects with EHR, HIS and RIS systems, which matters when results have to fit into a hospital's existing records and radiology workflow.

The audience is clinical and research teams in radiology.

General-purpose developers will find little here, so use it as a specialist product.