Deep learning‐based fully automatic segmentation of wrist cartilage in MR images

Ekaterina Brui (1) , Aleksandr Efimtcev (1, 2) , Vladimir Fokin (1, 2) , Remi Fernandez (3) , Anatoliy Levchuk (2) , Augustin C. Ogier (4) , Alexey Samsonov (5) , Jean Mattei (4, 6) , Irina Melchakova (1) , David Bendahan (4) , Anna Andreychenko (1)

1 ITMO - National Research University of Information Technologies, Mechanics and Optics [St. Petersburg]
2 Almazov National Medical Research Centre (St. Petersburg)
3 LA CONCEPTION - Hôpital de la Conception [CHU - APHM]
4 CRMBM - Centre de résonance magnétique biologique et médicale
5 University of Wisconsin-Madison
6 IML - Institut du Mouvement et de l’appareil Locomoteur [Hôpital Sainte-Marguerite - APHM]

Domaines: Imagerie médicale; Traitement des images [eess.IV]; Apprentissage [cs.LG]

Ekaterina Brui, Aleksandr Efimtcev, Vladimir Fokin, Remi Fernandez, Anatoliy Levchuk, et al.. Deep learning‐based fully automatic segmentation of wrist cartilage in MR images. NMR in Biomedicine, 2020, 33 (8), ⟨10.1002/nbm.4320⟩. ⟨hal-02570930⟩