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
A scalp-EEG network-based analysis of Alzheimer's disease patients at rest
Aya Kabbara, Mahmoud Hassan, Mohamad Khalil, Wassim El Falou +1
2017-06-14
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
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
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
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
Towards Subject and Diagnostic Identifiability in the Alzheimer's Disease Spectrum based on Functional Connectomes
Diana O. Svaldi, Joaquín Goñi, Apoorva Bharthur Sanjay, Enrico Amico +5
2018-09-27
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
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
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
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
Neurons and Cognition · Quantitative Biology
Spectral Dynamic Causal Modelling of Resting-State fMRI: Relating Effective Brain Connectivity in the Default Mode Network to Genetics
Yunlong Nie, Eugene Opoku, Laila Yasmin, Yin Song +7
2020-06-03
Neurons and Cognition · Quantitative Biology
Non-linear associations of amyloid-$\beta$ with resting-state functional networks and their cognitive relevance in a large community-based cohort of cognitively normal older adults
Junjie Wu, Benjamin B Risk, Taylor A James, Nicholas Seyfried +5
2026-04-22
Neurons and Cognition · Quantitative Biology
Optimizing Differential Identifiability Improves Connectome Predictive Modeling of Cognitive Deficits in Alzheimer's Disease
Diana O. Svaldi, Joaquín Goñi, Kausar Abbas, Enrico Amico +7
2019-12-16
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
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease
Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn +1
2022-06-14
Computer Vision and Pattern Recognition · Computer Science
Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification
Xingwei An, Yutao Zhou, Yang Di, Dong Ming
2020-06-25
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
Neurons and Cognition · Quantitative Biology
Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers
Reihaneh Hassanzadeh, Anees Abrol, Hamid Reza Hassanzadeh, Vince D. Calhoun
2024-05-10
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
Predicting Alzheimer's disease progression using rs-fMRI and a history-aware graph neural network
Mahdi Moghaddami, Mohammad-Reza Siadat, Austin Toma, Connor Laming +1
2026-04-09