MLCN@MICCAI

Keyphrases

Publications

2023

Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Krystal Kirby, Arend W. A. Van Gemmert, Lydia Bazzano, Owen T. Carmichael
Joint Estimation of Neural Events and Hemodynamic Response Functions from Task fMRI via Convolutional Neural Networks. MLCN@MICCAI (2023)
Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, Antoine Grigis
MixUp Brain-Cortical Augmentations in Self-supervised Learning. MLCN@MICCAI (2023)
Reagan Dugan, Owen T. Carmichael
Multi-shell dMRI Estimation from Single-Shell Data via Deep Learning. MLCN@MICCAI (2023)
Zhenghan Fang, Hyeong-Geol Shin, Peter C. M. van Zijl, Xu Li, Jeremias Sulam
WaveSep: A Flexible Wavelet-Based Approach for Source Separation in Susceptibility Imaging. MLCN@MICCAI (2023)
Jiyao Wang, Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan
Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentation. MLCN@MICCAI (2023)
Adam Marcus, Paul Bentley, Daniel Rueckert
Stroke Outcome and Evolution Prediction from CT Brain Using a Spatiotemporal Diffusion Autoencoder. MLCN@MICCAI (2023)
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation. MLCN@MICCAI (2023)
Elizabeth Haddad, Myrl G. Marmarelis, Talia M. Nir, Aram Galstyan, Greg Ver Steeg, Neda Jahanshad
Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain. MLCN@MICCAI (2023)
Anoop Benet Nirmala, Tanweer Rashid, Elyas Fadaee, Nicolas Honnorat, Karl Li, Sokratis Charisis, Di Wang, Aishwarya Vemula, Jinqi Li, Peter Fox, Timothy E. Richardson, Jamie M. Walker, Kevin Bieniek, Sudha Seshadri, Mohamad Habes
Deep Attention Assisted Multi-resolution Networks for the Segmentation of White Matter Hyperintensities in Postmortem MRI Scans. MLCN@MICCAI (2023)
Petra Lenzini, Thomas Earnest, Sung Min Ha, Abdalla Bani, Aristeidis Sotiras, Janine Bijsterbosch
Morphological Versus Functional Network Organization: A Comparison Between Structural Covariance Networks and Probabilistic Functional Modes. MLCN@MICCAI (2023)
Lucas Mahler, Qi Wang, Julius Steiglechner, Florian Birk, Samuel Heczko, Klaus Scheffler, Gabriele Lohmann
Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification. MLCN@MICCAI (2023)
Michael Tran Duong, Sandhitsu R. Das, Pulkit Khandelwal, Xueying Lyu, Long Xie, Paul A. Yushkevich, David A. Wolk, Ilya M. Nasrallah
Image-to-Image Translation Between Tau Pathology and Neuronal Metabolism PET in Alzheimer Disease with Multi-domain Contrastive Learning. MLCN@MICCAI (2023)
Artur Paulo, Fabiano Filho, Tayran Olegário, Bruna Pinto, Rafael Loureiro, Guilherme Ribeiro, Camila Silva, Regiane Carvalho, Paulo Santos, Eduardo Reis, Giovanna Mendes, Joselisa de Paiva, Márcio Reis, Letícia Rittner
Brain Age Prediction Based on Head Computed Tomography Segmentation. MLCN@MICCAI (2023)
Zhuotong Cai, Tianyi Zeng, Eléonore V. Lieffrig, Jiazhen Zhang, Fuyao Chen, Takuya Toyonaga, Chenyu You, Jingmin Xin, Nanning Zheng, Yihuan Lu, James S. Duncan, John A. Onofrey
Cross-Attention for Improved Motion Correction in Brain PET. MLCN@MICCAI (2023)
Qi Wang, Lucas Mahler, Julius Steiglechner, Florian Birk, Klaus Scheffler, Gabriele Lohmann
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging. MLCN@MICCAI (2023)
Nicha C. Dvornek, Catherine Sullivan, James S. Duncan, Abha R. Gupta
Copy Number Variation Informs fMRI-Based Prediction of Autism Spectrum Disorder. MLCN@MICCAI (2023)

volume 14312, 2023

Machine Learning in Clinical Neuroimaging - 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings MLCN@MICCAI 14312 (2023)

2022

volume 13596, 2022

Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings MLCN@MICCAI 13596 (2022)

2021

volume 13001, 2021

Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings MLCN@MICCAI 13001 (2021)