Buchumschlag

Spatio-Temporal Graph Deep Learning with Stochastic Differential Equations for Uncovering Alzheimer's Disease Progression

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Zhou, Houliang, Zhou, Rong, Liu, Yangying, Zhao, Kanhao, Shen, Li, Chen, Brian Y., Zhang, Yu, He, Lifang, Initiative, Alzheimer's Disease Neuroimaging
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Machine Learning Artificial Intelligence
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation
von: Zhou, Rong, et al.
Veröffentlicht: (2026)

Self-organized clustering, prediction, and superposition of long-term cognitive decline from short-term individual cognitive test scores in Alzheimer's disease
von: Sato, Hiroyuki, et al.
Veröffentlicht: (2024)

How reproducible are data-driven subtypes of Alzheimer's disease atrophy?
von: Prevot, Emma, et al.
Veröffentlicht: (2024)

IGCN: Integrative Graph Convolution Networks for patient level insights and biomarker discovery in multi-omics integration
von: Ozdemir, Cagri, et al.
Veröffentlicht: (2024)

Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization
von: David, Yoan, et al.
Veröffentlicht: (2026)

SDE-Driven Spatio-Temporal Hypergraph Neural Networks for Irregular Longitudinal fMRI Connectome Modeling in Alzheimer's Disease
von: Chen, Ruiying, et al.
Veröffentlicht: (2026)

Stochastic tensor space feature theory with applications to robust machine learning
von: Castrillon-Candas, Julio Enrique, et al.
Veröffentlicht: (2021)

Enhancing Longitudinal Clinical Trial Efficiency with Digital Twins and Prognostic Covariate-Adjusted Mixed Models for Repeated Measures (PROCOVA-MMRM)
von: Ross, Jessica L., et al.
Veröffentlicht: (2024)

Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability
von: Jiménez-Mesa, Carmen, et al.
Veröffentlicht: (2021)

Graph Neural Network Reveals the Cortical Morphology of Local Brain Aging in Normal Cognition and Alzheimer's Disease
von: Anderson, Samuel D., et al.
Veröffentlicht: (2026)

An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion
von: Giraud, Rémi, et al.
Veröffentlicht: (2019)

Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout
von: Jo, Taeho, et al.
Veröffentlicht: (2025)

Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images
von: Lei, Bowen, et al.
Veröffentlicht: (2024)

A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
von: Wei, Xinxu, et al.
Veröffentlicht: (2025)

Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
von: Wei, Xinxu, et al.
Veröffentlicht: (2024)

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
von: Tang, Haoteng, et al.
Veröffentlicht: (2024)

Modeling High-Resolution Spatio-Temporal Wind with Deep Echo State Networks and Stochastic Partial Differential Equations
von: Wang, Kesen, et al.
Veröffentlicht: (2024)

Personalized Feedback from Wearables to Enhance Health Behaviour, Adherence, and Outcomes in Aging and Dementia Research
von: Angela C. Roberts, et al.
Veröffentlicht: (2025)

RETRACTION: HuR Promotes the Progression of Gastric Cancer through Mediating CDC5L Expression
von: Disease Markers
Veröffentlicht: (2025)

Diffusion-Guided Pretraining for Brain Graph Foundation Models
von: Wei, Xinxu, et al.
Veröffentlicht: (2026)

RETRACTION: AK4 Promotes the Progression of HER2‐Positive Breast Cancer by Facilitating Cell Proliferation and Invasion
von: Disease Markers
Veröffentlicht: (2025)

RETRACTION: Kartogenin Induced Adipose‐Derived Stem Cell Exosomes Enhance the Chondrogenic Differentiation Ability of Adipose‐Derived Stem Cells
von: Disease Markers
Veröffentlicht: (2026)

"This also matters to me": what does adherence to dementia risk reduction interventions mean to members of the public?
von: Alzheimer Europe
Veröffentlicht: (2025)

Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
von: Xue, Kaiwen, et al.
Veröffentlicht: (2024)

Non-stationary Spatio-Temporal Modeling Using the Stochastic Advection-Diffusion Equation
von: Berild, Martin Outzen, et al.
Veröffentlicht: (2024)

A Hessian-Aware Stochastic Differential Equation for Modelling SGD
von: Li, Xiang, et al.
Veröffentlicht: (2024)

erdos-ant-verification: An Executable Reproduction Artifact for Equation (2.2) of the Erdős Unit-Distance Disproof Remarks Paper
von: Yun, Kwansub, et al.
Veröffentlicht: (2026)

Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
von: Zhou, Xiangxin, et al.
Veröffentlicht: (2024)

Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach
von: Chen, Chao, et al.
Veröffentlicht: (2023)

A Hybrid CNN and ML Framework for Multi-modal Classification of Movement Disorders Using MRI and Brain Structural Features
von: Li, Mengyu, et al.
Veröffentlicht: (2026)

Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation
von: Li, Jianan, et al.
Veröffentlicht: (2025)

Multi-Task Learning with Feature-Similarity Laplacian Graphs for Predicting Alzheimer's Disease Progression
von: Xu, Zixiang, et al.
Veröffentlicht: (2025)

On Spatio-Temporal Stochastic Frontier Models
von: Fusco, Elisa, et al.
Veröffentlicht: (2024)

DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting
von: Huang, Songtao, et al.
Veröffentlicht: (2024)

A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning
von: Yang, Xiaoda, et al.
Veröffentlicht: (2026)

RETRACTION: β‐Elemene Promotes Apoptosis Induced by Hyperthermia via Inhibiting HSP70
von: Disease Markers
Veröffentlicht: (2025)

RETRACTION: KIF23 Promotes Gastric Cancer by Stimulating Cell Proliferation
von: Disease Markers
Veröffentlicht: (2025)

RETRACTION: Identification of Ferroptosis‐Related Gene Prognostic Signature and HSF1 for Reversing Doxorubicin and Gemcitabine Resistance in Uterine Carcinosarcoma
von: Disease Markers
Veröffentlicht: (2025)

RETRACTION: Identification of Inflammatory Gene in the Congenital Heart Surgery Patients following Cardiopulmonary Bypass via the Way of WGCNA and Machine Learning Algorithms
von: Disease Markers
Veröffentlicht: (2025)

RETRACTION: TRIM29 as a Novel Biomarker in Pancreatic Adenocarcinoma
von: Disease Markers
Veröffentlicht: (2025)