Introduces EchoRisk, the first curated multicentre longitudinal echocardiography dataset with cardiotoxicity labels, plus three benchmark tasks and a public baseline for cardio-oncology AI.
European Heart Journal-Cardiovascular Imaging 16(3), 233–271 (2015)
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FrameONE introduces hierarchical intra-view and inter-view motion modeling for end-to-end multi-view echocardiographic keyframe detection, reporting SOTA accuracy on 25,872 videos from four views with code released.
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EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
Introduces EchoRisk, the first curated multicentre longitudinal echocardiography dataset with cardiotoxicity labels, plus three benchmark tasks and a public baseline for cardio-oncology AI.
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FrameONE: Hierarchical Motion Modeling for Universal Multi-View Echocardiographic Keyframe Detection
FrameONE introduces hierarchical intra-view and inter-view motion modeling for end-to-end multi-view echocardiographic keyframe detection, reporting SOTA accuracy on 25,872 videos from four views with code released.