Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss

Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant. Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. In Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li 0001, Kristin McLeod, Alistair A. Young, Kawal S. Rhode, Tommaso Mansi, editors, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers. Volume 11395 of Lecture Notes in Computer Science, pages 221-229, Springer, 2018. [doi]

Authors

Shuman Jia

This author has not been identified. Look up 'Shuman Jia' in Google

Antoine Despinasse

This author has not been identified. Look up 'Antoine Despinasse' in Google

Zihao Wang

This author has not been identified. Look up 'Zihao Wang' in Google

Hervé Delingette

This author has not been identified. Look up 'Hervé Delingette' in Google

Xavier Pennec

This author has not been identified. Look up 'Xavier Pennec' in Google

Pierre Jaïs

This author has not been identified. Look up 'Pierre Jaïs' in Google

Hubert Cochet

This author has not been identified. Look up 'Hubert Cochet' in Google

Maxime Sermesant

This author has not been identified. Look up 'Maxime Sermesant' in Google