Cover Image

Unified Multi-Site Multi-Sequence Brain MRI Harmonization Enriched by Biomedical Semantic Style

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Mengqi, Sun, Yongheng, Wang, Qianqian, Yap, Pew-Thian, Liu, Mingxia
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework
by: Wu, Mengqi, et al.
Published: (2024)

Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion
by: Wu, Mengqi, et al.
Published: (2024)

RelA-Diffusion: Relativistic Adversarial Diffusion for Multi-Tracer PET Synthesis from Multi-Sequence MRI
by: Yu, Minhui, et al.
Published: (2026)

Federated Learning for Medical Image Analysis: A Survey
by: Guan, Hao, et al.
Published: (2023)

SinoSynth: A Physics-based Domain Randomization Approach for Generalizable CBCT Image Enhancement
by: Pang, Yunkui, et al.
Published: (2024)

Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization
by: Liu, Yilin, et al.
Published: (2023)

Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment
by: Gao, Yuzhen, et al.
Published: (2025)

AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation
by: Sun, Yongheng, et al.
Published: (2024)

Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI
by: Yu, Minhui, et al.
Published: (2024)

AnyAD: Unified Any-Modality Anomaly Detection in Incomplete Multi-Sequence MRI
by: Wu, Changwei, et al.
Published: (2025)

Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI
by: Zhang, Lintao, et al.
Published: (2024)

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
by: Fan, Weichen, et al.
Published: (2025)

SSCM: A Spatial-Semantic Consistent Model for Multi-Contrast MRI Super-Resolution
by: Wu, Xiaoman, et al.
Published: (2025)

Semantic-Enriched Latent Visual Reasoning
by: Xu, Tianrun, et al.
Published: (2026)

Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
by: Chen, Xin, et al.
Published: (2023)

Pluggable Style Representation Learning for Multi-Style Transfer
by: Liu, Hongda, et al.
Published: (2025)

SmaRT: Style-Modulated Robust Test-Time Adaptation for Cross-Domain Brain Tumor Segmentation in MRI
by: Wang, Yuanhan, et al.
Published: (2025)

DuMeta++: Spatiotemporal Dual Meta-Learning for Generalizable Few-Shot Brain Tissue Segmentation Across Diverse Ages
by: Sun, Yongheng, et al.
Published: (2026)

Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression
by: Zhang, Yongheng, et al.
Published: (2025)

VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation
by: Deng, Zhipeng, et al.
Published: (2026)

HYDRA: Unifying Multi-modal Generation and Understanding via Representation-Harmonized Tokenization
by: Qiu, Xuerui, et al.
Published: (2026)

USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning
by: Wu, Shaojin, et al.
Published: (2025)

MRStyle: A Unified Framework for Color Style Transfer with Multi-Modality Reference
by: Huang, Jiancheng, et al.
Published: (2024)

Training-Free Multi-Style Fusion Through Reference-Based Adaptive Modulation
by: Liu, Xu, et al.
Published: (2025)

DuetMatch: Harmonizing Semi-Supervised Brain MRI Segmentation via Decoupled Branch Optimization
by: Nguyen, Thanh-Huy, et al.
Published: (2025)

MindFormer: Semantic Alignment of Multi-Subject fMRI for Brain Decoding
by: Han, Inhwa, et al.
Published: (2024)

Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance
by: Joo, Jaehoon, et al.
Published: (2024)

Hyper-Connections for Adaptive Multi-Modal MRI Brain Tumor Segmentation
by: Kumar, Lokendra, et al.
Published: (2026)

MUSE: Multi-Subject Unified Synthesis via Explicit Layout Semantic Expansion
by: Peng, Fei, et al.
Published: (2025)

Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction
by: Wei, Yujie, et al.
Published: (2026)

brat: Aligned Multi-View Embeddings for Brain MRI Analysis
by: Kayser, Maxime, et al.
Published: (2025)

UniCSG: Unified High-Fidelity Content-Constrained Style-Driven Generation via Staged Semantic and Frequency Disentanglement
by: Yang, Jingwei, et al.
Published: (2026)

Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
by: Wu, Size, et al.
Published: (2025)

Skywork UniPic 3.0: Unified Multi-Image Composition via Sequence Modeling
by: Wei, Hongyang, et al.
Published: (2026)

StyleGallery: Training-free and Semantic-aware Personalized Style Transfer from Arbitrary Image References
by: He, Boyu, et al.
Published: (2026)

Semantic-E2VID: a Semantic-Enriched Paradigm for Event-to-Video Reconstruction
by: Wu, Jingqian, et al.
Published: (2025)

MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction
by: Cai, Luhui, et al.
Published: (2024)

Multi-StyleGS: Stylizing Gaussian Splatting with Multiple Styles
by: Lin, Yangkai, et al.
Published: (2025)

PhyDCM: A Reproducible Open-Source Framework for AI-Assisted Brain Tumor Classification from Multi-Sequence MRI
by: Abdulbaqi, Hayder Saad, et al.
Published: (2026)

HAVEN: Hierarchically Aligned Multimodal Benchmark for Unified Video Understanding
by: Shi, Mengqi, et al.
Published: (2026)