EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
Therapy-induced cardiotoxicity is the leading non-oncological cause of treatment interruption in breast cancer patients, yet early, automated risk stratification from routine cardiac imaging remains an unsolved problem. We present EchoRisk, the first curated, multicentre, longitudinal echocardiography dataset with explicit cardiotoxicity labels, released as the primary technical reference for the EchoRisk-MICCAI 2026 challenge. The dataset comprises 422 patients enrolled in the EU-funded CARDIOCARE prospective study across five European sites, yielding 2,159 echocardiography videos across 1,12
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- Linked via arxiv authorGrigorios Kalliatakis →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorGeorgia Karanasiou →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorGeorgios Manikis →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorManolis Tsiknakis →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorDimitrios Fotiadis →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorDorothea Tsekoura →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorKalliopi Keramida →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorVasileios Bouratzis →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorLampros Lakkas →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorKaterina Naka →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorAndri Papakonstantinou →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorAnastasia Constantinidou →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
- Linked via arxiv authorKostas Marias →
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology