A multimodal deep learning model for cardiac resynchronisation therapy response prediction

We present a novel multimodal deep learning framework for cardiac resynchronisation therapy (CRT) response prediction from 2D echocardiography and cardiac magnetic resonance (CMR) data. The proposed method first uses the ‘nnU-Net’ segmentation model to extract segmentations of the heart over the ful...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Med Image Anal
Egile Nagusiak: Puyol-Antón, Esther, Sidhu, Baldeep S., Gould, Justin, Porter, Bradley, Elliott, Mark K., Mehta, Vishal, Rinaldi, Christopher A., King, Andrew P.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2022
Gaiak:
Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7616169/
https://ncbi.nlm.nih.gov/pubmed/35487111
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2022.102465
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