SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Mai, Weijian, Wu, Jiamin, Zhu, Yu, Yao, Zhouheng, Zhou, Dongzhan, Luo, Andrew F., Zheng, Qihao, Ouyang, Wanli, Song, Chunfeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
by: Dai, Yuqin, et al.
Published: (2025)
by: Dai, Yuqin, et al.
Published: (2025)
FM-fMRI: Event Conditioned Flow Matching for Rest-to-Task fMRI Time-Series Synthesis
by: Duan, Peiyu, et al.
Published: (2026)
by: Duan, Peiyu, et al.
Published: (2026)
Brain-Grasp: Graph-based Saliency Priors for Improved fMRI-based Visual Brain Decoding
by: Moradi, Mohammad, et al.
Published: (2026)
by: Moradi, Mohammad, et al.
Published: (2026)
A Feasibility Study of Task-Based fMRI at 0.55 T
by: Razmara, Parsa, et al.
Published: (2025)
by: Razmara, Parsa, et al.
Published: (2025)
Adapting HFMCA to Graph Data: Self-Supervised Learning for Generalizable fMRI Representations
by: Frac, Jakub, et al.
Published: (2025)
by: Frac, Jakub, et al.
Published: (2025)
Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment
by: Lu, Zitong, et al.
Published: (2024)
by: Lu, Zitong, et al.
Published: (2024)
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations
by: Zangos, Christos, et al.
Published: (2025)
by: Zangos, Christos, et al.
Published: (2025)
Causal Modeling of fMRI Time-series for Interpretable Autism Spectrum Disorder Classification
by: Duan, Peiyu, et al.
Published: (2025)
by: Duan, Peiyu, et al.
Published: (2025)
Towards Zero-Shot Task-Generalizable Learning on fMRI
by: Wang, Jiyao, et al.
Published: (2025)
by: Wang, Jiyao, et al.
Published: (2025)
Whole-brain Transferable Representations from Large-Scale fMRI Data Improve Task-Evoked Brain Activity Decoding
by: Peng, Yueh-Po, et al.
Published: (2025)
by: Peng, Yueh-Po, et al.
Published: (2025)
Deep Learning for Gradient and BCG Artifacts Removal in EEG During Simultaneous fMRI
by: Shahriar, K. A., et al.
Published: (2025)
by: Shahriar, K. A., et al.
Published: (2025)
ICA-based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE
by: Schielen, Sjir J. C., et al.
Published: (2024)
by: Schielen, Sjir J. C., et al.
Published: (2024)
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis
by: Lanzino, Romeo, et al.
Published: (2024)
by: Lanzino, Romeo, et al.
Published: (2024)
NeuroMambaLLM: Dynamic Graph Learning of fMRI Functional Connectivity in Autistic Brains Using Mamba and Language Model Reasoning
by: Torabi, Yasaman, et al.
Published: (2026)
by: Torabi, Yasaman, et al.
Published: (2026)
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
by: Li, Yamin, et al.
Published: (2024)
by: Li, Yamin, et al.
Published: (2024)
Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay
by: Chen, Qianyu, et al.
Published: (2026)
by: Chen, Qianyu, et al.
Published: (2026)
Generative AI Enables Structural Brain Network Construction from fMRI via Symmetric Diffusion Learning
by: Zuo, Qiankun, et al.
Published: (2023)
by: Zuo, Qiankun, et al.
Published: (2023)
Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding
by: Aggarwal, Himanshu, et al.
Published: (2024)
by: Aggarwal, Himanshu, et al.
Published: (2024)
Reconstructing physiological signals from fMRI across the adult lifespan
by: Wang, Shiyu, et al.
Published: (2024)
by: Wang, Shiyu, et al.
Published: (2024)
Segment anything model (SAM) for brain extraction in fMRI studies
by: Chenna, Dwith, et al.
Published: (2024)
by: Chenna, Dwith, et al.
Published: (2024)
The Useful Side of Motion: Using Head Motion Parameters to Correct for Respiratory Confounds in BOLD fMRI
by: Addeh, Abdoljalil, et al.
Published: (2024)
by: Addeh, Abdoljalil, et al.
Published: (2024)
UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding
by: Lu, Weiheng, et al.
Published: (2025)
by: Lu, Weiheng, et al.
Published: (2025)
TV-based Deep 3D Self Super-Resolution for fMRI
by: Pérez-Bueno, Fernando, et al.
Published: (2024)
by: Pérez-Bueno, Fernando, et al.
Published: (2024)
Generalizable Representation Learning for fMRI-based Neurological Disorder Identification
by: Cui, Wenhui, et al.
Published: (2024)
by: Cui, Wenhui, et al.
Published: (2024)
Explainable AI for Autism Diagnosis: Identifying Critical Brain Regions Using fMRI Data
by: Vidya, Suryansh, et al.
Published: (2024)
by: Vidya, Suryansh, et al.
Published: (2024)
Extracting Root-Causal Brain Activity Driving Psychopathology from Resting State fMRI
by: Strobl, Eric V.
Published: (2026)
by: Strobl, Eric V.
Published: (2026)
4D iterative reconstruction of brain fMRI in the moving fetus
by: Taymourtash, Athena, et al.
Published: (2021)
by: Taymourtash, Athena, et al.
Published: (2021)
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion
by: Wei, Xinxu, et al.
Published: (2024)
by: Wei, Xinxu, et al.
Published: (2024)
Keep the Core: Adversarial Priors for Significance-Preserving Brain MRI Segmentation
by: Zhang, Feifei, et al.
Published: (2025)
by: Zhang, Feifei, et al.
Published: (2025)
Evaluating the Quality of Brain MRI Generators
by: Wu, Jiaqi, et al.
Published: (2024)
by: Wu, Jiaqi, et al.
Published: (2024)
Seeing the imagined: a latent functional alignment in visual imagery decoding from fMRI data
by: Spera, Fabrizio, et al.
Published: (2026)
by: Spera, Fabrizio, et al.
Published: (2026)
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
by: Gong, Zixuan, et al.
Published: (2024)
by: Gong, Zixuan, et al.
Published: (2024)
Resting-state fMRI Analysis using Quantum Time-series Transformer
by: Park, Junghoon Justin, et al.
Published: (2025)
by: Park, Junghoon Justin, et al.
Published: (2025)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
by: Li, Hongwei Bran, et al.
Published: (2023)
by: Li, Hongwei Bran, et al.
Published: (2023)
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity
by: Shen, Xiongri, et al.
Published: (2024)
by: Shen, Xiongri, et al.
Published: (2024)
Mitigating analytical variability in fMRI results with style transfer
by: Germani, Elodie, et al.
Published: (2024)
by: Germani, Elodie, et al.
Published: (2024)
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction
by: Ye, Junliang, et al.
Published: (2025)
by: Ye, Junliang, et al.
Published: (2025)
Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
by: Noble, Sneha, et al.
Published: (2024)
by: Noble, Sneha, et al.
Published: (2024)
Multi-Stage Graph Learning for fMRI Analysis to Diagnose Neuro-Developmental Disorders
by: Gao, Wenjing, et al.
Published: (2024)
by: Gao, Wenjing, et al.
Published: (2024)
Novel Models for High-Dimensional Imaging: High-Resolution fMRI Acceleration and Quantification
by: Guo, Shouchang
Published: (2024)
by: Guo, Shouchang
Published: (2024)
Similar Items
-
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
by: Dai, Yuqin, et al.
Published: (2025) -
FM-fMRI: Event Conditioned Flow Matching for Rest-to-Task fMRI Time-Series Synthesis
by: Duan, Peiyu, et al.
Published: (2026) -
Brain-Grasp: Graph-based Saliency Priors for Improved fMRI-based Visual Brain Decoding
by: Moradi, Mohammad, et al.
Published: (2026) -
A Feasibility Study of Task-Based fMRI at 0.55 T
by: Razmara, Parsa, et al.
Published: (2025) -
Adapting HFMCA to Graph Data: Self-Supervised Learning for Generalizable fMRI Representations
by: Frac, Jakub, et al.
Published: (2025)