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Found 53 publication records. Showing 53 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, Antoine Grigis |
MixUp Brain-Cortical Augmentations in Self-supervised Learning. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhenghan Fang, Hyeong-Geol Shin, Peter C. M. van Zijl, Xu Li 0003, Jeremias Sulam |
WaveSep: A Flexible Wavelet-Based Approach for Source Separation in Susceptibility Imaging. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Marcus 0003, Paul Bentley, Daniel Rueckert |
Stroke Outcome and Evolution Prediction from CT Brain Using a Spatiotemporal Diffusion Autoencoder. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao |
VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Reagan Dugan, Owen T. Carmichael |
Multi-shell dMRI Estimation from Single-Shell Data via Deep Learning. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed Abdulkadir, Deepti R. Bathula, Nicha C. Dvornek, Sindhuja Tirumalai Govindarajan, Mohamad Habes, Vinod Kumar 0008, Esten H. Leonardsen, Thomas Wolfers, Yiming Xiao (eds.) |
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 |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Anoop Benet Nirmala, Tanweer Rashid, Elyas Fadaee, Nicolas Honnorat, Karl Li, Sokratis Charisis, Di Wang, Aishwarya Vemula, Jinqi Li, Peter Fox 0002, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhuotong Cai, Tianyi Zeng, Eléonore V. Lieffrig, Jiazhen Zhang, Fuyao Chen, Takuya Toyonaga, Chenyu You, Jingmin Xin, Nanning Zheng 0001, Yihuan Lu, James S. Duncan, John A. Onofrey |
Cross-Attention for Improved Motion Correction in Brain PET. |
MLCN@MICCAI |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Elizabeth Haddad, Shayan Javid, Nikhil J. Dhinagar, Alyssa H. Zhu, Pradeep Lam, Iyad Ba Gari, Arpana Gupta, Paul M. Thompson, Talia M. Nir, Neda Jahanshad |
Lifestyle Factors That Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Matías N. Bossa, Abel Díaz Berenguer, Hichem Sahli |
Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer's Disease. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Hao Li, Han Liu, Dewei Hu, Jiacheng Wang 0007, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz |
Self-supervised Test-Time Adaptation for Medical Image Segmentation. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuji Zhao, Max A. Laansma, Eva M. van Heese, Conor Owens-Walton, Laura M. Parkes, Ines Debove, Christian Rummel, Roland Wiest, Fernando Cendes, Rachel Guimaraes, Clarissa Lin Yasuda, Jiun-Jie Wang, Tim J. Anderson, John C. Dalrymple-Alford, Tracy R. Melzer, Toni L. Pitcher, Reinhold Schmidt, Petra Schwingenschuh, Gaëtan Garraux, Mario Rango, Letizia Squarcina, Sarah Al-Bachari, Hedley C. A. Emsley, Johannes C. Klein, Clare E. Mackay, Michiel F. Dirkx, Rick C. Helmich, Francesca Assogna, Fabrizio Piras, Joanna K. Bright, Gianfranco Spalletta, Kathleen Poston, Christine Lochner, Corey T. McMillan, Daniel Weintraub, Jason Druzgal, Benjamin Newman, Odile A. van den Heuvel, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Boris Gutman |
Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Gerloff, Kerstin Konrad, Jana Kruppa, Martin Schulte-Rüther, Vanessa Reindl |
Autism Spectrum Disorder Classification Based on Interpersonal Neural Synchrony: Can Classification be Improved by Dyadic Neural Biomarkers Using Unsupervised Graph Representation Learning? |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Veronica Ravano, Jean-François Démonet, Daniel Damian, Reto Meuli, Gian Franco Piredda, Till Huelnhagen, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Jonas Richiardi |
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed Abdulkadir, Deepti R. Bathula, Nicha C. Dvornek, Mohamad Habes, Seyed Mostafa Kia, Vinod Kumar 0008, Thomas Wolfers (eds.) |
Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Wooseok Jung, Chong Hyun Suh, Woo-Hyun Shim, Jinyoung Kim, Dongsoo Lee, Changhyun Park, Seo Taek Kong, Kyu-Hwan Jung, Hwon Heo, Sang Joon Kim |
Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Kassymzhomart Kunanbayev, Donggon Jang, Woojin Jeong, Nahyun Kim, Dae-Shik Kim |
Accurate Hippocampus Segmentation Based on Self-supervised Learning with Fewer Labeled Data. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Margherita Rosnati, Eyal Soreq, Miguel Monteiro, Lucia M. Li, Neil S. N. Graham, Karl Zimmerman, Carlotta Rossi, Greta Carrara, Guido Bertolini, David J. Sharp, Ben Glocker |
Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed El Gazzar, Rajat Mani Thomas, Guido van Wingen |
fMRI-S4: Learning Short- and Long-Range Dynamic fMRI Dependencies Using 1D Convolutions and State Space Models. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger |
Joint Reconstruction and Parcellation of Cortical Surfaces. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongsoo Lee, Chong Hyun Suh, Jinyoung Kim, Wooseok Jung, Changhyun Park, Kyu-Hwan Jung, Seo Taek Kong, Woo-Hyun Shim, Hwon Heo, Sang Joon Kim |
Augmenting Magnetic Resonance Imaging with Tabular Features for Enhanced and Interpretable Medial Temporal Lobe Atrophy Prediction. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Amirhossein Rasoulian, Soorena Salari, Yiming Xiao |
Weakly Supervised Intracranial Hemorrhage Segmentation Using Hierarchical Combination of Attention Maps from a Swin Transformer. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Navodini Wijethilake, Aaron Kujawa, Reuben Dorent, Muhammad Asad 0001, Anna Oviedova, Tom Vercauteren, Jonathan Shapey |
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Marc-Andre Schulz, Alexander Koch 0007, Vanessa Emanuela Guarino, Dagmar Kainmueller, Kerstin Ritter |
Data Augmentation via Partial Nonlinear Registration for Brain-Age Prediction. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Marcus 0003, Paul Bentley, Daniel Rueckert |
Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefanos Ioannou, Hana Chockler, Alexander Hammers, Andrew P. King |
A Study of Demographic Bias in CNN-Based Brain MR Segmentation. |
MLCN@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiwei Deng, Jiong Zhang, Yonggang Shi |
Dynamic Sub-graph Learning for Patch-Based Cortical Folding Classification. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed El Gazzar, Rajat Mani Thomas, Guido van Wingen |
Dynamic Adaptive Spatio-Temporal Graph Convolution for fMRI Modelling. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenting Duan, Lei Zhang 0043, Jordan Colman, Giosue Gulli, Xujiong Ye |
Multi-modal Brain Segmentation Using Hyper-Fused Convolutional Neural Network. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Malte Klingenberg, Didem Stark, Fabian Eitel, Kerstin Ritter |
MRI Image Registration Considerably Improves CNN-Based Disease Classification. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuanfang Qiao, Haoyi Tao, Jiayu Huo, Wenjun Shen, Qian Wang 0001, Lichi Zhang |
Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Qiang Ma 0004, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary |
PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | 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 |
DBLP DOI BibTeX RDF |
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| 1 | Yang Ji, Samuel Deslauriers-Gauthier, Rachid Deriche |
Structure-Function Mapping via Graph Neural Networks. |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed Abdulkadir, Seyed Mostafa Kia, Mohamad Habes, Vinod Kumar 0008, Jane Maryam Rondina, Chantal M. W. Tax, Thomas Wolfers (eds.) |
Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings |
MLCN@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | 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 |
DBLP DOI BibTeX RDF |
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