EchoCLIP-Cardiac: EchoCLIP: Multi-Modal Contrastive Vision-Language Pre-Training for Automated Echocardiography & Valve Quantification

EchoCLIP-Cardiac is an open-source clinical AI foundation model engineered for Cardiovascular Medicine and Cardiovascular Ultrasound / Video applications.

Key Features

• Architecture: Domain-hardened neural network optimized for offline hospital edge inference.
• License: Apache 2.0 Open Source.
• Benchmarks: Validated against EchoNet-Dynamic, Stanford Echo-CLIP Benchmark, CAMUS Dataset.
• Repository: https://github.com/OpenPHRorg/echoclip-cardiac

Verification & Deployment

Available for air-gapped deployment in hospital IT environments, clinical research laboratories, and healthcare edge devices.