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A LeViT-EfficientNet-Based Feature Fusion Technique for Alzheimer's Disease Diagnosis 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 9
作者:  Sait, Abdul Rahaman Wahab
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
feature extraction  deep learning  transformer  LeViT  hyperparameter tuning  model optimization  neuroimaging  neurodegenerative diseases  
Multivariate pattern analysis of medical imaging-based Alzheimer's disease 期刊论文
发表期刊: FRONTIERS IN MEDICINE. 出版年: 2024, 卷号: 11
作者:  Alarjani, Maitha;  Almarri, Badar
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Alzheimer's disease  blood flow  multivariate pattern analysis  fMRI  neuroimaging  biomarker  
Edge Density Imaging Identifies White Matter Biomarkers of Late-Life Obesity and Cognition 期刊论文
发表期刊: AGING AND DISEASE. 出版年: 2024, 卷号: 15, 期号: 4, 页码: 1899-1912
作者:  Wang, Maxwell Bond;  Rahmani, Farzaneh;  Benzinger, Tammie L. S.;  Raji, Cyrus
收藏  |  浏览/下载：13/0  |  提交时间：2024/10/04
Edge-Density Imaging  Alzheimer disease Neuroimaging Initiative  Obesity  Structural Connectome  
TauFlowNet : Revealing latent propagation mechanism of tau aggregates using deep neural transport equations 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2024, 卷号: 95
作者:  Dan, Tingting;  Dere, Mustafa;  Kim, Won Hwa;  Kim, Minjeong;  Wu, Guorong
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Partial differential equation  Recurrent neural network  System dynamic  Neuroimaging  
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  
Risk Prediction of Alzheimer's Disease Conversion in Mild Cognitive Impaired Population Based on Brain Age Estimation 期刊论文
发表期刊: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. 出版年: 2023, 卷号: 31, 页码: 2468-2476
作者:  Liu, Weijia;  Dong, Qunxi;  Sun, Shuting;  Shen, Jian;  Qian, Kun;  Hu, Bin
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Estimation  Brain modeling  Magnetic resonance imaging  Hazards  Analytical models  Alzheimer's disease  Neuroimaging  conversion risk prediction  brain age  cox hazard analysis  nomogram  
Optimized Convolutional Fusion for Multimodal Neuroimaging in Alzheimer's Disease Diagnosis: Enhancing Data Integration and Feature Extraction 期刊论文
发表期刊: JOURNAL OF PERSONALIZED MEDICINE. 出版年: 2023, 卷号: 13, 期号: 10
作者:  Odusami, Modupe;  Maskeliunas, Rytis;  Damasevicius, Robertas
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Alzheimer's disease  data integration  feature extraction  multimodal neuroimaging  optimized convolution  
Neural mechanisms of acupuncture for peripheral facial nerve palsy: A protocol for systematic review and meta analysis 期刊论文
发表期刊: MEDICINE. 出版年: 2023, 卷号: 102, 期号: 18
作者:  Seon, Changwoo;  Lee, Dong Hyuk;  Kwon, Bo-In;  Yu, Jun-Sang;  Park, Sang Kyun;  Woo, Yeonju;  Kim, Joo-Hee
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
acupuncture  Bell's palsy  functional magnetic resonance imaging  neuroimaging  peripheral facial nerve palsy  systematic review  
CerebNet: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation 期刊论文
发表期刊: NEUROIMAGE. 出版年: 2022, 卷号: 264
作者:  Faber, Jennifer;  Kuegler, David;  Bahrami, Emad;  Heinz, Lea-Sophie;  Timmann, Dagmar;  Ernst, Thomas M.;  Deike-Hofmann, Katerina;  Klockgether, Thomas;  van de Warrenburg, Bart;  van Gaalen, Judith;  Reetz, Kathrin;  Romanzetti, Sandro;  Oz, Gulin;  Joers, James M.;  Diedrichsen, Jorn;  Reuter, Martin
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
CerebNet  Cerebellum  Computational neuroimaging  Deep learning  
Computational Modeling of Dementia Prediction Using Deep Neural Network: Analysis on OASIS Dataset 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 42449-42462
作者:  Basheer, Shakila;  Bhatia, Surbhi;  Sakri, Sapiah Binti
收藏  |  浏览/下载：37/0  |  提交时间：2021/07/30
Feature extraction  Deep learning  Magnetic resonance imaging  Machine learning  Predictive models  Neuroimaging  Prediction algorithms  Dementia  Alzheimer’  s disease  neural network models  machine learning  deep learning  convolutional neural networks  capsule networks