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Publication search results
found 18 matches
- 2021
- Kai-Cheng Chuang
, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael
:
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data. MLCN@MICCAI 2021: 113-124 - Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
:
Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. MLCN@MICCAI 2021: 145-154 - Zhiwei Deng, Jiong Zhang, Yonggang Shi:
Dynamic Sub-graph Learning for Patch-Based Cortical Folding Classification. MLCN@MICCAI 2021: 53-62 - Wenting Duan, Lei Zhang
, Jordan Colman
, Giosue Gulli, Xujiong Ye:
Multi-modal Brain Segmentation Using Hyper-Fused Convolutional Neural Network. MLCN@MICCAI 2021: 82-91 - Ahmed El Gazzar, Rajat Mani Thomas, Guido van Wingen:
Dynamic Adaptive Spatio-Temporal Graph Convolution for fMRI Modelling. MLCN@MICCAI 2021: 125-134 - Louise Guillon
, Bastien Cagna
, Benoit Dufumier
, Joël Chavas
, Denis Rivière
, Jean-François Mangin
:
Detection of Abnormal Folding Patterns with Unsupervised Deep Generative Models. MLCN@MICCAI 2021: 63-72 - Yang Ji
, Samuel Deslauriers-Gauthier
, Rachid Deriche
:
Structure-Function Mapping via Graph Neural Networks. MLCN@MICCAI 2021: 135-144 - Malte Klingenberg, Didem Stark, Fabian Eitel, Kerstin Ritter:
MRI Image Registration Considerably Improves CNN-Based Disease Classification. MLCN@MICCAI 2021: 44-52 - Qiang Ma
, Emma C. Robinson
, Bernhard Kainz
, Daniel Rueckert, Amir Alansary:
PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction. MLCN@MICCAI 2021: 73-81 - Yuanfang Qiao, Haoyi Tao, Jiayu Huo, Wenjun Shen, Qian Wang, Lichi Zhang:
Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance. MLCN@MICCAI 2021: 92-100 - Sreekrishna Ramakrishnapillai, Harris R. Lieberman, Jennifer C. Rood, Stefan M. Pasiakos, Kori Murray, Preetham Shankapal, Owen T. Carmichael:
Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data. MLCN@MICCAI 2021: 165-173 - Verónica Muñoz Ramírez
, Nicolas Pinon
, Florence Forbes
, Carole Lartizien
, Michel Dojat
:
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients. MLCN@MICCAI 2021: 34-43 - Sadhana Ravikumar, Laura E. M. Wisse, Sydney Lim, David J. Irwin, Ranjit Ittyerah, Long Xie, Sandhitsu R. Das, Edward B. Lee, M. Dylan Tisdall, Karthik Prabhakaran, John A. Detre, Gabor Mizsei, John Q. Trojanowski, John L. Robinson, Theresa Schuck, Murray Grossman, Emilio Artacho-Pérula, Maria Mercedes Iñiguez de Onzoño Martin, María del Mar Arroyo Jiménez, Mónica Muñoz López, Francisco Javier Molina Romero, Maria del Pilar Marcos Rabal, Sandra Cebada Sánchez, José Carlos Delgado González, Carlos de la Rosa Prieto, Marta Córcoles Parada, David A. Wolk, Ricardo Insausti, Paul A. Yushkevich:
Unfolding the Medial Temporal Lobe Cortex to Characterize Neurodegeneration Due to Alzheimer's Disease Pathology Using Ex vivo Imaging. MLCN@MICCAI 2021: 3-12 - Mariana da Silva, Carole H. Sudre
, Kara Garcia, Cher Bass, M. Jorge Cardoso
, Emma C. Robinson
:
Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks. MLCN@MICCAI 2021: 13-22 - Logan Z. J. Williams, Abdulah Fawaz, Matthew F. Glasser, A. David Edwards
, Emma C. Robinson
:
Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation. MLCN@MICCAI 2021: 103-112 - Matthias Wilms, Pauline Mouches, Jordan J. Bannister, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert:
Towards Self-explainable Classifiers and Regressors in Neuroimaging with Normalizing Flows. MLCN@MICCAI 2021: 23-33 - Ne Yang, Xiong Xiao, Xianyu Wang, Guocan Gu, Liwei Zhang, Hongen Liao
:
H3K27M Mutations Prediction for Brainstem Gliomas Based on Diffusion Radiomics Learning. MLCN@MICCAI 2021: 155-164 - Ahmed Abdulkadir
, Seyed Mostafa Kia
, Mohamad Habes
, Vinod Kumar
, Jane Maryam Rondina
, Chantal M. W. Tax
, Thomas Wolfers
:
Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 13001, Springer 2021, ISBN 978-3-030-87585-5 [contents]
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