Reason2Decide: Rationale-Driven Multi-Task Learning

Researchers introduce Reason2Decide, a two-stage training framework that improves clinical decision support systems by aligning AI explanations with predictions. The system achieves better performance than larger foundation models while using 40x smaller models, making clinical AI more accessible for resource-constrained deployments.