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Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
8 July 2021
Lucas Fidon
Michael Aertsen
Doaa Emam
Nada Mufti
Frédéric Guffens
Thomas Deprest
P. Demaerel
A. David
Andrew Melbourne
Sébastien Ourselin
Jam Deprest
Tom Kamiel Magda Vercauteren
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Papers citing
"Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation"
5 / 5 papers shown
Title
Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation
Priscille de Dumast
Meritxell Bach Cuadra
10
0
0
25 Nov 2022
The Dice loss in the context of missing or empty labels: Introducing
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Sofie Tilborghs
J. Bertels
D. Robben
Dirk Vandermeulen
F. Maes
24
5
0
19 Jul 2022
Fetal Brain Tissue Annotation and Segmentation Challenge Results
K. Payette
Hongwei Bran Li
Priscille de Dumast
Roxane Licandro
H. Ji
...
Li Zhao
L. Vasung
Bjoern H. Menze
Meritxell Bach Cuadra
Andras Jakab
25
39
0
20 Apr 2022
Partial supervision for the FeTA challenge 2021
Lucas Fidon
Michael Aertsen
Suprosanna Shit
P. Demaerel
Sébastien Ourselin
Jan Deprest
Tom Kamiel Magda Vercauteren
18
6
0
03 Nov 2021
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Lucas Fidon
Michael Aertsen
Thomas Deprest
Doaa Emam
Frédéric Guffens
...
Andrew Melbourne
Sébastien Ourselin
Jan Deprest
Georg Langs
Tom Kamiel Magda Vercauteren
OOD
17
10
0
08 Jan 2020
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