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Echo2Pheno: A deep learning application to uncover echocardiographic phenotypes in conscious mice

2023-02-22

Abstract excerpt

Echocardiography, a rapid and cost-effective imaging technique, assesses cardiac function and structure. Despite its popularity in cardiovascular medicine and clinical research, image-derived phenotypic measurements are manually performed, requiring expert knowledge and training. Notwithstanding great progress in deep learning applications in small animal echocardiography, the focus has so far only been on images...

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Literature Corpus work
b23a4254-cf52-5cd7-9a76-9cba672f38a1
DOI
10.21203/rs.3.rs-2598761/v1
Open publication

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Echo2Pheno: A deep learning application to uncover echocardiographic phenotypes in conscious miceDOI 10.21203/rs.3.rs-2598761/v1
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