Dyania Health and Nvidia bring clinical reasoning AI inside hospital networks

Dyania Health is partnering with Nvidia to run its Synapsis AI clinical reasoning platform inside hospitals' own IT systems, so patient records never leave their networks, Fierce Healthcare reports. Synapsis reads a patient's full record, including notes, imaging and operative reports and labs, and answers clinical questions with links to the supporting evidence.

Dyania trains its models with Nvidia's NeMo framework and runs them on TensorRT-LLM on hospital hardware. The companies plan to take the setup to health systems in the US and abroad and publish joint case studies.

Cleveland Clinic used Synapsis on up to 16 years of records from 7,812 aortic valve replacement patients. The AI answered 88 questions per patient, and researchers used the data to build a model predicting valve deterioration and the risk of another procedure at three, five and ten years.