Ensemble-based graph representation of fMRI data for cognitive brain state classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Vlasenko, Daniil, Ushakov, Vadim, Zaikin, Alexey, Zakharov, Denis |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Hypergraphs from multivariate connectivity: caCoh-based EEG/MEG representation
por: Vlasenko, Daniil, et al.
Publicado: (2026)
por: Vlasenko, Daniil, et al.
Publicado: (2026)
EEG-to-fMRI synthesis of task-evoked and spontaneous brain activity: addressing issues of statistical significance and generalizability
por: Mehta, Neil, et al.
Publicado: (2025)
por: Mehta, Neil, et al.
Publicado: (2025)
Resting state fMRI-based brain information flow mapping
por: Wang, Ze
Publicado: (2024)
por: Wang, Ze
Publicado: (2024)
Data Integration with Fusion Searchlight: Classifying Brain States from Resting-state fMRI
por: Wein, Simon, et al.
Publicado: (2024)
por: Wein, Simon, et al.
Publicado: (2024)
Comparing and Scaling fMRI Features for Brain-Behavior Prediction
por: Sieler, Mikkel Schöttner, et al.
Publicado: (2025)
por: Sieler, Mikkel Schöttner, et al.
Publicado: (2025)
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification
por: Jalali, Parnian, et al.
Publicado: (2023)
por: Jalali, Parnian, et al.
Publicado: (2023)
Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
por: Khodabandehloo, Behdad, et al.
Publicado: (2025)
por: Khodabandehloo, Behdad, et al.
Publicado: (2025)
BrainCodec: Neural fMRI codec for the decoding of cognitive brain states
por: Nishimura, Yuto, et al.
Publicado: (2024)
por: Nishimura, Yuto, et al.
Publicado: (2024)
Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks
por: Qu, Gang, et al.
Publicado: (2024)
por: Qu, Gang, et al.
Publicado: (2024)
NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text
por: Yang, Yanting, et al.
Publicado: (2025)
por: Yang, Yanting, et al.
Publicado: (2025)
Riemannian Geometry for the classification of brain states with intracortical brain-computer interfaces
por: Marin-Llobet, Arnau, et al.
Publicado: (2025)
por: Marin-Llobet, Arnau, et al.
Publicado: (2025)
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
por: Yap, Sin-Yee, et al.
Publicado: (2025)
por: Yap, Sin-Yee, et al.
Publicado: (2025)
Swin fMRI Transformer Predicts Early Neurodevelopmental Outcomes from Neonatal fMRI
por: Styll, Patrick, et al.
Publicado: (2024)
por: Styll, Patrick, et al.
Publicado: (2024)
Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data
por: Luo, Yiqian, et al.
Publicado: (2024)
por: Luo, Yiqian, et al.
Publicado: (2024)
Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
por: Khazaee, Ali, et al.
Publicado: (2024)
por: Khazaee, Ali, et al.
Publicado: (2024)
Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals
por: Temtam, Ahmed, et al.
Publicado: (2024)
por: Temtam, Ahmed, et al.
Publicado: (2024)
Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks
por: Roffet, Facundo, et al.
Publicado: (2024)
por: Roffet, Facundo, et al.
Publicado: (2024)
Optimizing fMRI Data Acquisition for Decoding Natural Speech with Limited Participants
por: Jalouzot, Louis, et al.
Publicado: (2025)
por: Jalouzot, Louis, et al.
Publicado: (2025)
Scaling up ridge regression for brain encoding in a massive individual fMRI dataset
por: Ahmadi, Sana, et al.
Publicado: (2024)
por: Ahmadi, Sana, et al.
Publicado: (2024)
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds
por: Orlichenko, Anton, et al.
Publicado: (2024)
por: Orlichenko, Anton, et al.
Publicado: (2024)
Cognitive Networks and Performance Drive fMRI-Based State Classification Using DNN Models
por: Kucukosmanoglu, Murat, et al.
Publicado: (2024)
por: Kucukosmanoglu, Murat, et al.
Publicado: (2024)
Generative forecasting of brain activity enhances Alzheimer's classification and interpretation
por: Gao, Yutong, et al.
Publicado: (2024)
por: Gao, Yutong, et al.
Publicado: (2024)
Resting state fMRI-based temporal coherence mapping
por: Wang, Ze
Publicado: (2021)
por: Wang, Ze
Publicado: (2021)
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data
por: Thapaliya, Bishal, et al.
Publicado: (2023)
por: Thapaliya, Bishal, et al.
Publicado: (2023)
Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
por: Guo, Hanning, et al.
Publicado: (2026)
por: Guo, Hanning, et al.
Publicado: (2026)
Compressed representation of brain genetic transcription
por: Ruffle, James K, et al.
Publicado: (2023)
por: Ruffle, James K, et al.
Publicado: (2023)
Exploring the changes in brain network SC-FC coupling patterns of partial sleep deprivation based on DTI-fMRI fusion analysis
por: Liu, Mengyuan, et al.
Publicado: (2025)
por: Liu, Mengyuan, et al.
Publicado: (2025)
EmoMind: Decoding Affective Captions from Human Brain fMRI
por: Mohammed, Bilal A., et al.
Publicado: (2026)
por: Mohammed, Bilal A., et al.
Publicado: (2026)
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI
por: Caselles-Dupré, Hugo, et al.
Publicado: (2024)
por: Caselles-Dupré, Hugo, et al.
Publicado: (2024)
Metric Framework of Coherent Activity Patterns Identification in Spiking Neuronal Networks
por: Radushev, Daniil, et al.
Publicado: (2025)
por: Radushev, Daniil, et al.
Publicado: (2025)
Spatial Craving Patterns in Marijuana Users: Insights from fMRI Brain Connectivity Analysis with High-Order Graph Attention Neural Networks
por: Ding, Jun-En, et al.
Publicado: (2024)
por: Ding, Jun-En, et al.
Publicado: (2024)
On the validity of fMRI studies with subject-level data processed through different pipelines
por: Germani, Elodie, et al.
Publicado: (2024)
por: Germani, Elodie, et al.
Publicado: (2024)
Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
por: Noble, Sneha, et al.
Publicado: (2024)
por: Noble, Sneha, et al.
Publicado: (2024)
Neural network-based encoding in free-viewing fMRI with gaze-aware models
por: Gozukara, Dora, et al.
Publicado: (2026)
por: Gozukara, Dora, et al.
Publicado: (2026)
Uncovering cognitive taskonomy through transfer learning in masked autoencoder-based fMRI reconstruction
por: Qu, Youzhi, et al.
Publicado: (2024)
por: Qu, Youzhi, et al.
Publicado: (2024)
Functional voxel hierarchy and afferent capacity revealed mental state transition on dynamic correlation resting-state fMRI
por: Lee, Dong Soo, et al.
Publicado: (2024)
por: Lee, Dong Soo, et al.
Publicado: (2024)
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding
por: Qiu, Weikang, et al.
Publicado: (2025)
por: Qiu, Weikang, et al.
Publicado: (2025)
fMRI Exploration of Visual Quality Assessment
por: Zhang, Yiming, et al.
Publicado: (2024)
por: Zhang, Yiming, et al.
Publicado: (2024)
Cost efficiency of fMRI studies using resting-state vs task-based functional connectivity
por: Zhang, Xinzhi, et al.
Publicado: (2024)
por: Zhang, Xinzhi, et al.
Publicado: (2024)
The HCP multi-pipeline dataset: an opportunity to investigate analytical variability in fMRI data analysis
por: Germani, Elodie, et al.
Publicado: (2023)
por: Germani, Elodie, et al.
Publicado: (2023)
Ejemplares similares
-
Hypergraphs from multivariate connectivity: caCoh-based EEG/MEG representation
por: Vlasenko, Daniil, et al.
Publicado: (2026) -
EEG-to-fMRI synthesis of task-evoked and spontaneous brain activity: addressing issues of statistical significance and generalizability
por: Mehta, Neil, et al.
Publicado: (2025) -
Resting state fMRI-based brain information flow mapping
por: Wang, Ze
Publicado: (2024) -
Data Integration with Fusion Searchlight: Classifying Brain States from Resting-state fMRI
por: Wein, Simon, et al.
Publicado: (2024) -
Comparing and Scaling fMRI Features for Brain-Behavior Prediction
por: Sieler, Mikkel Schöttner, et al.
Publicado: (2025)