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Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning

Segmentation of the left ventricle and quantification of various cardiac contractile functions is crucial for the timely diagnosis and treatment of cardiovascular diseases. Traditionally, the two tasks have been tackled independently. Here we propose a convolutional neural network based multi-task l...

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Bibliografske podrobnosti
izdano v:Stat Atlases Comput Models Heart
Main Authors: Dangi, Shusil, Yaniv, Ziv, Linte, Cristian A.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6554510/
https://ncbi.nlm.nih.gov/pubmed/31179448
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