AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI
Segmentation

AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation

20 November 2019

Pierrick Coupé

Boris Mansencal

Michael Clement

B. D. D. Senneville

Vincent Lepetit

Papers citing "AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation"

11 / 11 papers shown

Title
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI Marina Ruiz-Perez Sergio Morell-Ortega Marien Gadea Roberto Vivó Hernando Gregorio Rubio F. Aparici-Robles M. Iglesia-Vayá T. Tourdias Pierrick Coupé J. V. Manjón 16 0 0 15 Jan 2024
3D Transformer based on deformable patch location for differential diagnosis between Alzheimer's disease and Frontotemporal dementia H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 28 0 0 06 Sep 2023
Brain Structure Ages -- A new biomarker for multi-disease classification H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé 13 12 0 13 Apr 2023
Joint Reconstruction and Parcellation of Cortical Surfaces Anne-Marie Rickmann Fabian Bongratz Sebastian Polsterl Ignacio Sarasua Christian Wachinger 3DV 21 1 0 19 Sep 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 33 6 0 07 Jun 2022
Deep morphological recognition of kidney stones using intra-operative endoscopic digital videos V. Estrade M. Daudon Emmanuel Richard J. Bernhard F. Bladou G. Robert Laurent Facq B. D. D. Senneville 6 8 0 12 May 2022
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 32 11 0 29 Oct 2021
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation R. A. Kamraoui Vinh-Thong Ta T. Tourdias Boris Mansencal J. V. Manjón Pierrick Coupé OOD 23 50 0 14 Dec 2020
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation Jose Dolz Christian Desrosiers Li Wang Jing Yuan D. Shen Ismail Ben Ayed 3DV 40 113 0 14 Dec 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 34 330 0 27 Feb 2017