kapynResearch

Introducing CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

CARE-X is a unified radiology VLM framework designed for advanced chest X-ray interpretation. The system combines auxiliary supervision, reward-aligned learning, and measurement-based tools to improve clinical reasoning and prediction calibration. This research matters for developers building specialized multimodal healthcare applications that demand high accuracy and verifiable measurements.

Microsoft Research·Aug 11, 2026

Opening Kapyn…