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Brain MR image simulation for deep learning based medical image analysis networks 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2024, 卷号: 248
作者:  Ayaz, Aymen;  Al Khalil, Yasmina;  Amirrajab, Sina;  Lorenz, Cristian;  Weese, Juergen;  Pluim, Josien;  Breeuwer, Marcel
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Brain MRI simulation  Large synthetic population  Brain MRI segmentation  WM/GM/CSF segmentation  
Identifying discriminative features of brain network for prediction of Alzheimer's disease using graph theory and machine learning 期刊论文
发表期刊: FRONTIERS IN NEUROINFORMATICS. 出版年: 2024, 卷号: 18
作者:  Karim, S. M. Shayez;  Fahad, Md Shah;  Rathore, R. S.
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
machine learning  Alzheimer's disease  connectome  neuronal connections  brain regions  fMRI  graph theory  network parameters  
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model 期刊论文
发表期刊: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 出版年: 2024, 卷号: 35, 期号: 6, 页码: 7363-7375
作者:  Tang, Haoteng;  Ma, Guixiang;  Guo, Lei;  Fu, Xiyao;  Huang, Heng;  Zhang, Liang
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Brain functional networks  contrastive learning  data augmentation  hierarchical graph pooling (HGP)  interpretability  signed graph learning  
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2024, 卷号: 43, 期号: 1, 页码: 15-27
作者:  Chen, Zeyuan;  Zheng, Yuanjie;  Gee, James C.
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Deformable image registration  feature matching  transformer  dual-stream  multilevel  unsupervised deep learning  brain MRI  
MAS-CL: An End-to-End Multi-Atlas Supervised Contrastive Learning Framework for Brain ROI Segmentation 期刊论文
发表期刊: IEEE TRANSACTIONS ON IMAGE PROCESSING. 出版年: 2024, 卷号: 33, 页码: 4319-4333
作者:  Sun, Liang;  Fu, Yanling;  Zhao, Junyong;  Shao, Wei;  Zhu, Qi;  Zhang, Daoqiang
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Contrastive learning  multi-atlas  brain segmentation  
PyFaceWipe: a new defacing tool for almost any MRI contrast 期刊论文
发表期刊: MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE. 出版年: 2024
作者:  Mitew, Stanislaw;  Yeow, Ling Yun;  Ho, Chi Long;  Bhanu, Prakash K. N.;  Nickalls, Oliver James
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Brain  Defacing  Volumetry  De-identification  Privacy  
Assessing biological self-organization patterns using statistical complexity characteristics: a tool for diffusion tensor imaging analysis 期刊论文
发表期刊: MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE. 出版年: 2024
作者:  Senra Filho, Antonio Carlos da S.;  Murta Junior, Luiz Otavio;  Paschoal, Andre Monteiro
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Diffusion tensor imaging  Statistical complexity  MRI  Brain  
Dementia classification from magnetic resonance images by machine learning 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2024, 卷号: 36, 期号: 6, 页码: 2653-2664
作者:  Waldo-Benitez, Georgina;  Padierna, Luis Carlos;  Ceron, Pablo;  Sosa, Modesto A.
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Convolutional neural network  Alzheimer classification  Machine learning  Brain MRI  OASIS-2  
Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease 期刊论文
发表期刊: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 出版年: 2023, 卷号: 110
作者:  Gao, Xingyu;  Shi, Feng;  Shen, Dinggang;  Liu, Manhua
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Multimodal brain images  Generative adversarial network  Transformer  Image generation  Disease diagnosis  
Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex 期刊论文
发表期刊: ELIFE. 出版年: 2023, 卷号: 12
作者:  Cumplido-Mayoral, Irene;  Garcia-Prat, Marina;  Operto, Gregory;  Falcon, Carles;  Shekari, Mahnaz;  Cacciaglia, Raffaele;  Mila-Aloma, Marta;  Lorenzini, Luigi;  Ingala, Silvia;  Meije Wink, Alle;  Mutsaerts, Henk J. M. M.;  Minguillon, Carolina;  Fauria, Karine;  Molinuevo, Jose Luis;  Haller, Sven;  Chetelat, Gael;  Waldman, Adam;  Schwarz, Adam J.;  Barkhof, Frederik;  Suridjan, Ivonne;  Kollmorgen, Gwendlyn;  Bayfield, Anna;  Zetterberg, Henrik;  Blennow, Kaj;  Suarez-Calvet, Marc;  Vilaplana, Veronica;  Gispert, Juan Domingo
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
brain age prediction  neuroimaging  alzheimer's disease  Human