Neurons and Cognition · Quantitative Biology
Reduced integration and improved segregation of functional brain networks in Alzheimer's disease
A. Kabbara, H. Eid, EL W. Falou, M. Khalil +2
2018-02-27
Neurons and Cognition · Quantitative Biology
Improved classification of Alzheimer's disease and mild cognitive impairment through dynamic functional network analysis
Nicolas Rubido, Venia Batziou, Marwan Fuad, Vesna Vuksanovic
2026-04-14
Neurons and Cognition · Quantitative Biology
Distinct neurodynamics of functional brain networks in Alzheimer's disease and frontotemporal dementia as revealed by EEG
Sungwoo Ahn, Evie A. Malaia, Leonid L Rubchinsky
2025-07-14
Geometric Topology · Mathematics
Extracting Interpretable Higher-Order Topological Features across Multiple Scales for Alzheimer's Disease Classification
Dengyi Zhao, Shanyong Li, Yunping Wang, Chenfei Wang +3
2025-09-19
Neurons and Cognition · Quantitative Biology
Algebraic Connectivity Reveals Modulated High-Order Functional Networks in Alzheimer's Disease
Giorgio Dolci, Silvia Saglia, Lorenza Brusini, Vince D. Calhoun +2
2026-02-16
Machine Learning · Computer Science
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design
Sarah C. Brüningk, Felix Hensel, Catherine R. Jutzeler, Bastian Rieck
2021-05-11
Neurons and Cognition · Quantitative Biology
Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
Ali Khazaee, Abdolreza Mohammadi, Ruairi O'Reilly
2025-09-24
Medical Physics · Physics
Brain structural connectivity atrophy in Alzheimer's disease
Nicola Amoroso, Marianna La Rocca, Stefania Bruno, Tommaso Maggipinto +3
2017-09-12
Neurons and Cognition · Quantitative Biology
A Network Theory Investigation into the Altered Resting State Functional Connectivity in Attention-Deficit Hyperactivity Disorder
Sadi Md. Redwan, Md Palash Uddin, Muhammad Imran Sharif, Anwaar Ulhaq
2022-12-06
Image and Video Processing · Electrical Eng. & Systems
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort
Rui Zhang, Luca Giancardo, Danilo A. Pena, Yejin Kim +2
2019-05-16
Computational Engineering, Finance, and Science · Computer Science
A deep spatio-temporal attention model of dynamic functional network connectivity shows sensitivity to Alzheimer's in asymptomatic individuals
Yuxiang Wei, Anees Abrol, James Lah, Deqiang Qiu +1
2024-08-02
Methodology · Statistics
Simultaneous Differential Network Analysis and Classification for High-dimensional Matrix-variate Data, with application to Brain Connectivity Alteration Detection and fMRI-guided Medical Diagnoses of Alzheimer's Disease
Chen Hao, Guo Ying, He Yong, Ji Jiadong +5
2020-05-29
Neurons and Cognition · Quantitative Biology
Loss of brain inter-frequency hubs in Alzheimer's disease
Jeremy Guillon, Yohan Attal, Olivier Colliot, Valentina La Corte +4
2017-10-17
Computer Vision and Pattern Recognition · Computer Science
A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates
Jingru Fu, Daniel Ferreira, Örjan Smedby, Rodrigo Moreno
2025-04-08
Neurons and Cognition · Quantitative Biology
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments
Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec +1
2019-05-27
Machine Learning · Computer Science
Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
Sneha Noble, Chakka Sai Pradeep, Neelam Sinha, Thomas Gregor Issac
2024-07-30
Computer Vision and Pattern Recognition · Computer Science
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images
Donghuan Lu, Karteek Popuri, Weiguang Ding, Rakesh Balachandar +1
2017-10-16
Machine Learning · Computer Science
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning
Francesco Conti, Martina Banchelli, Valentina Bessi, Cristina Cecchi +9
2023-09-08
Computer Vision and Pattern Recognition · Computer Science
Deep Learning for Early Alzheimer Disease Detection with MRI Scans
Mohammad Rafsan, Tamer Oraby, Upal Roy, Sanjeev Kumar +1
2025-01-20
Computer Vision and Pattern Recognition · Computer Science
Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu +2
2021-07-22