Image de couverture de livre

Foundation models for discovering robust biomarkers of neurological disorders from dynamic functional connectivity

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Girish, Deepank, Chan, Yi Hao, Gupta, Sukrit, Xia, Jing, Rajapakse, Jagath C.
Format:	Preprint
Publié:	2026
Sujets:	Neurons and Cognition Artificial Intelligence Machine Learning Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: A systematic review
par: Chan, Yi Hao, et autres
Publié: (2024)

FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease
par: Roy, Om, et autres
Publié: (2024)

Improving J-divergence of brain connectivity states by graph Laplacian denoising
par: Cattai, Tiziana, et autres
Publié: (2020)

EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology
par: Ogg, Mattson, et autres
Publié: (2025)

FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction
par: Zheng, Ruizhe, et autres
Publié: (2025)

Intrinsic frequency distribution characterises neural dynamics
par: Fukuma, Ryohei, et autres
Publié: (2025)

A minimal dynamical system and analog circuit for non-associative learning
par: Smart, Matthew, et autres
Publié: (2024)

A geometry aware framework enhances noninvasive mapping of whole human brain dynamics
par: Wang, Song, et autres
Publié: (2026)

The Hydraulic Brain: Understanding as Constraint-Release Phase Transition in Whole-Body Resonance
par: Eldin, Ahmed Gamal
Publié: (2025)

Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform
par: Cetera, Anna, et autres
Publié: (2024)

Behavior Score Prediction in Resting-State Functional MRI by Deep State Space Modeling
par: Cavazos, Javier Salazar, et autres
Publié: (2026)

Multimodal Higher-Order Brain Networks: A Topological Signal Processing Perspective
par: Bispo, Breno C., et autres
Publié: (2026)

Autoencoding Coordinate Sequences from Psychophysiologic Signals
par: Hutcheson, Timothy L., et autres
Publié: (2025)

Earable Platform with Integrated Simultaneous EEG Sensing and Auditory Stimulation
par: Lee, Min Suk, et autres
Publié: (2026)

Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources
par: Wang, Yuqing
Publié: (2025)

A Novel Approach to Characterize Dynamics of ECG-Derived Skin Nerve Activity via Time-Varying Spectral Analysis
par: Kong, Youngsun, et autres
Publié: (2024)

Quantifying Data Requirements for EEG Independent Component Analysis Using AMICA
par: Frank, Gwenevere, et autres
Publié: (2025)

Implicit Generative Modeling by Kernel Similarity Matching
par: Choudhary, Shubham, et autres
Publié: (2025)

Decoding Saccadic Eye Movements from Brain Signals Using an Endovascular Neural Interface
par: Rasheed, Suleman, et autres
Publié: (2025)

NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification
par: Dandamudi, Eeshan G.
Publié: (2024)

Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal
par: Gilles, Jerome, et autres
Publié: (2024)

CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG
par: Accou, Bernd, et autres
Publié: (2023)

PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devices
par: Rakhmatulin, Ildar
Publié: (2024)

Graph learning methods to extract empathy supporting regions in a naturalistic stimuli fMRI
par: GRS, Sasanka, et autres
Publié: (2024)

Transcranial Alternating Current Stimulation (tACS) for patients with Post-Stroke Anomia: Preliminary Data on Picture Naming Performance
par: Martzoukou, Maria, et autres
Publié: (2026)

EEG-Based Framework for Reflexive and Perceptual Assessment in CLIS: Preliminary Study in Healthy Volunteers
par: Leal, Nicoli, et autres
Publié: (2025)

Time-Domain Classification of the Brain Reward System: Analysis of Natural and Drug Reward Driven Local Field Potential Signals in Hippocampus and Nucleus Accumbens
par: Kalbasi, AmirAli, et autres
Publié: (2022)

Study of cognitive component of auditory attention to natural speech events
par: Nguyen, Nhan D. T., et autres
Publié: (2023)

Motor Imagery Task Alters Dynamics of Human Body Posture
par: Delavari, Fatemeh, et autres
Publié: (2024)

Presurgical Neural Energy Landscapes Predict Postoperative Working Memory Outcome After Brain Tumor Resection
par: Tran, Triet M., et autres
Publié: (2025)

How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
par: Ajra, Zaineb, et autres
Publié: (2024)

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
par: Amir, Syeda Abeera, et autres
Publié: (2025)

Form Follows Function: A Method of Discovering How Neurons Are Connected To Process Information
par: Yoder, Lane
Publié: (2023)

Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
par: Mahoney, Timothy B, et autres
Publié: (2025)

BTTDA: Block-Term Tensor Discriminant Analysis for Brain-Computer Interfacing
par: Kerchove, Arne Van Den, et autres
Publié: (2025)

Continuous Energy Landscape Model for Analyzing Brain State Transitions
par: Tran, Triet M., et autres
Publié: (2026)

Agonist-Antagonist Neural Coordination without Mechanical Coupling after Targeted Muscle Reinnervation
par: Ferrante, Laura, et autres
Publié: (2026)

Desynchronization Index: a New Connectivity Approach for Exploring Epileptogenic Networks
par: Mason, Federico, et autres
Publié: (2024)

A Dynamical Systems and System Identification Framework for Phase Amplitude Coupling Analysis
par: Gunawardena, Rajintha, et autres
Publié: (2026)

Resting-State EEG Biomarkers of Tinnitus Robust to Cross-Subject and Cross-Platform Variation
par: Balaji, Adyant, et autres
Publié: (2026)