Cover Image

Enhanced MRI Representation via Cross-series Masking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Churan, Gao, Fei, Yan, Lijun, Wang, Siwen, Yu, Yizhou, Wang, Yizhou
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation
by: Wang, Zhuonan, et al.
Published: (2026)

Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets
by: Han, Linxuan, et al.
Published: (2024)

Clinical Inspired MRI Lesion Segmentation
by: Yan, Lijun, et al.
Published: (2025)

Latent Anomaly Detection: Masked VQ-GAN for Unsupervised Segmentation in Medical CBCT
by: Wang, Pengwei
Published: (2025)

Multi-Contrast MRI Motion Correction via Parameter-Informed Disentanglement and Adaptive Experts
by: Xiong, Honglin, et al.
Published: (2026)

Learning Modality-Aware Representations: Adaptive Group-wise Interaction Network for Multimodal MRI Synthesis
by: Song, Tao, et al.
Published: (2024)

MRI-to-CT synthesis using drifting models
by: Lyu, Qing, et al.
Published: (2026)

Pyramid Hierarchical Masked Diffusion Model for Imaging Synthesis
by: Xiao, Xiaojiao, et al.
Published: (2025)

DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
by: Guo, Bocheng, et al.
Published: (2025)

Uncovering Latent Pathological Signatures in Pulmonary CT via Cross-Window Knowledge Distillation
by: Peng, Bo, et al.
Published: (2026)

XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational Encoder-Decoder
by: Zhu, Shenghao, et al.
Published: (2024)

T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning
by: Eidex, Zach, et al.
Published: (2024)

AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation
by: Munk, Asbjørn, et al.
Published: (2024)

Dual-Stream Cross-Modal Representation Learning via Residual Semantic Decorrelation
by: Li, Xuecheng, et al.
Published: (2025)

UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach
by: Wang, Kangli, et al.
Published: (2025)

Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models
by: Qin, Shihua, et al.
Published: (2024)

Dynamic-Aware Spatio-temporal Representation Learning for Dynamic MRI Reconstruction
by: Baik, Dayoung, et al.
Published: (2025)

EIR: Enhanced Image Representations for Medical Report Generation
by: Sun, Qiang, et al.
Published: (2025)

High-Frequency Enhanced Hybrid Neural Representation for Video Compression
by: Yu, Li, et al.
Published: (2024)

Structurally Consistent MRI Colorization using Cross-modal Fusion Learning
by: Mathur, Mayuri, et al.
Published: (2024)

NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
by: Gong, Zixuan, et al.
Published: (2024)

CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression
by: Zhang, Xinjie, et al.
Published: (2024)

Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNet
by: Wang, Litingyu, et al.
Published: (2024)

TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling
by: Ge, Ruiquan, et al.
Published: (2024)

A Two-Stage Multi-Modal MRI Framework for Lifespan Brain Age Prediction
by: Zhang, Dingyi, et al.
Published: (2026)

Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI
by: Huang, Shoujin, et al.
Published: (2024)

Accelerated Patient-specific Non-Cartesian MRI Reconstruction using Implicit Neural Representations
by: Xu, Di, et al.
Published: (2025)

Beyond Textual Knowledge-Leveraging Multimodal Knowledge Bases for Enhancing Vision-and-Language Navigation
by: Yang, Dongsheng, et al.
Published: (2026)

Boosting Neural Representations for Videos with a Conditional Decoder
by: Zhang, Xinjie, et al.
Published: (2024)

DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
by: Lin, Hui, et al.
Published: (2024)

Local Temporal Feature Enhanced Transformer with ROI-rank Based Masking for Diagnosis of ADHD
by: Kim, Byunggun, et al.
Published: (2025)

A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging
by: Zhou, Xuanru, et al.
Published: (2025)

Learning Generalizable Features for Tibial Plateau Fracture Segmentation Using Masked Autoencoder and Limited Annotations
by: Yue, Peiyan, et al.
Published: (2025)

Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
by: Dannecker, Maik, et al.
Published: (2025)

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
by: Tian, Yu, et al.
Published: (2024)

REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation
by: Song, Zhiyun, et al.
Published: (2024)

MRI Cross-Modal Synthesis: A Comparative Study of Generative Models for T1-to-T2 Reconstruction
by: Alqutayfi, Ali, et al.
Published: (2026)

Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond
by: Zhang, Yundi, et al.
Published: (2025)

EndoControlMag: Robust Endoscopic Vascular Motion Magnification with Periodic Reference Resetting and Hierarchical Tissue-aware Dual-Mask Control
by: Wang, An, et al.
Published: (2025)

Coarse-to-Fine Joint Registration of MR and Ultrasound Images via Imaging Style Transfer
by: Wang, Junyi, et al.
Published: (2025)