Deep Learning Techniques for Automatic MRI Cardiac Multi-structures Segmentation and Diagnosis: Is the Problem Solved?

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Author
Bernard, Olivier
Lalande, Alain
Zotti, Clement
Cervenansky, Frederick
Yang, Xin
Heng, Pheng-Ann
Cetin, Irem
Lekadir, Karim
Camara, Oscar
Gonzalez Ballester, Miguel A.
Sanroma, Gerard
Napel, Sandy
Petersen, Steffen
Tziritas, Georgios
Khened, Mahendra
Kollerathu, Varghese A.
Krishnamurthi, Ganapathy
Rohé, Marc-Michel
Pennec, Xavier
Sermesant, Maxime
Isensee, Fabian
Jäger, Paul
Maier-Hein, Klaus H.
Baumgartner, Chrisitan F.
Koch, Lisa M.
Wolterink, Jelmer M.
Išgum, Ivana
Jang, Yeonggul
Hong, Yoonmi
Patravali, Jay
Jain, Shubham
Humbert, Olivier
Jodoin, Pierre-Marc
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Date
2018-11
Type
    Journal Article
Publication status
published
External links
Journal / series
IEEE Transactions on Medical Imaging
Volume
37(11)
Pages / Article No.
2514 - 2525
Publisher
IEEE
Subject
Cardiac segmentation and diagnosis; deep learning; MRI; left and right ventricles; myocardium
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Citations
Cited 301 times in Web of Science
Cited 412 times in Scopus
ETH Bibliography
yes
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