EchoSonar-R is a multi-view VLM for echocardiography that jointly does disease classification and report generation via SFT followed by GRPO reinforcement learning, reporting accuracy gains on private and public data.
Nature580(7802), 252–256 (2020)
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EchoSonar-R: A Multi-View Reasoning-Enabled Model for Disease Classification and Report Generation in Echocardiography
EchoSonar-R is a multi-view VLM for echocardiography that jointly does disease classification and report generation via SFT followed by GRPO reinforcement learning, reporting accuracy gains on private and public data.