Cover Image

Large-scale Multi-sequence Pretraining for Generalizable MRI Analysis in Versatile Clinical Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qiu, Zelin, Wang, Xi, Xie, Zhuoyao, Zhou, Juan, Wang, Yu, Yang, Lingjie, Jiang, Xinrui, Bae, Juyoung, Son, Moo Hyun, Ye, Qiang, Chen, Dexuan, Zhang, Rui, Li, Tao, Mahboobani, Neeraj Ramesh, Vardhanabhuti, Varut, Duan, Xiaohui, Zhao, Yinghua, Chen, Hao
Format:	Preprint
Published:	2025
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

UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation
by: Wu, Linshan, et al.
Published: (2025)

Multimodal Contrastive Pretraining of CBCT and IOS for Enhanced Tooth Segmentation
by: Son, Moo Hyun, et al.
Published: (2025)

CrownGen: Patient-customized Crown Generation via Point Diffusion Model
by: Bae, Juyoung, et al.
Published: (2025)

MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis
by: Zhuang, Jiaxin, et al.
Published: (2024)

FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition
by: Wu, Linshan, et al.
Published: (2025)

A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI
by: Luo, Luyang, et al.
Published: (2024)

Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment
by: Chen, Kecheng, et al.
Published: (2023)

MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training
by: Ni, Xuefeng, et al.
Published: (2024)

Comparative Effectiveness of Psychosocial Protective Factors for Prostate Cancer Survivorship ‐ A UK Biobank Study
by: Yan Yu, et al.
Published: (2025)

Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions
by: Luo, Luyang, et al.
Published: (2023)

Fc‐null anti‐CTLA‐4 antibody: a novel strategy to facilitate cancer immunotherapy by ridding the colitis‐inducing mishap
by: Jingjing Chen, et al.
Published: (2024)

GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration
by: He, Sunan, et al.
Published: (2024)

Efficacy of the enhanced recovery after surgery protocol on reducing surgical disparities related to overweight/obesity in deep inferior epigastric perforator flap breast reconstruction
by: Juyoung Bae, et al.
Published: (2024)

Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning
by: Wang, Xinrui, et al.
Published: (2025)

Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels
by: Le, Long, et al.
Published: (2025)

Drug Screening of Primary Human Endometriotic Cells Based on Micro‐Encapsulating Microfluidic Chip
by: Qiong Chen, et al.
Published: (2025)

An Efficient Finite Element Solver for a Nonuniform size-modified Poisson-Nernst-Planck Ion Channel Model
by: Xie, Dexuan
Published: (2024)

Towards Zero-Shot Task-Generalizable Learning on fMRI
by: Wang, Jiyao, et al.
Published: (2025)

Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation
by: Meng, Xuyi, et al.
Published: (2025)

Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
by: Chen, Chuhao, et al.
Published: (2025)

3D MRI Image Pretraining via Controllable 2D Slice Navigation Task
by: Wang, Yu, et al.
Published: (2026)

Rapid and quantitative CEST‐MRI sequence using water presaturation
by: Wenxuan Chen, et al.
Published: (2024)

Human-in-the-loop Learning for Dynamic Congestion Games
by: Li, Hongbo, et al.
Published: (2024)

To Save Mobile Crowdsourcing from Cheap-talk: A Game Theoretic Learning Approach
by: Hao, Shugang, et al.
Published: (2023)

Algorithm Design for Continual Learning in IoT Networks
by: Hao, Shugang, et al.
Published: (2024)

Distributed Learning for Dynamic Congestion Games
by: Li, Hongbo, et al.
Published: (2024)

Mechanism Design for Blockchain Order Books against Selfish Miners
by: Liu, Yunshu, et al.
Published: (2025)

Truthful mechanisms for linear bandit games with private contexts
by: Hu, Yiting, et al.
Published: (2025)

To Optimize Human-in-the-loop Learning in Repeated Routing Games
by: Li, Hongbo, et al.
Published: (2024)

Staying Fresh: Efficient Algorithms for Timely Social Information Distribution
by: Li, Songhua, et al.
Published: (2023)

On Incentivizing Social Information Sharing Through Routing Games
by: Li, Songhua, et al.
Published: (2023)

Theory of Mixture-of-Experts for Mobile Edge Computing
by: Li, Hongbo, et al.
Published: (2024)

Competitive Multi-armed Bandit Games for Resource Sharing
by: Li, Hongbo, et al.
Published: (2025)

Online Learning from Strategic Human Feedback in LLM Fine-Tuning
by: Hao, Shugang, et al.
Published: (2024)

Human-in-the-loop Learning Through Decentralized Communication Mechanisms
by: Hu, Yiting, et al.
Published: (2025)

Age of Information Diffusion on Social Networks
by: Li, Songhua, et al.
Published: (2023)

To Analyze and Regulate Human-in-the-loop Learning for Congestion Games
by: Li, Hongbo, et al.
Published: (2025)

Enhanced Recovery After Surgery Versus Conventional Care in Simultaneous Colorectal Resection and Hepatectomy for Synchronous Colorectal Liver Metastases
by: Varut Lohsiriwat, et al.
Published: (2026)

Model Order Reduction for Parametric Hermitian Eigenvalue Problems: Local Acceleration with Taylor-Reduced Basis Method
by: Stamm, Benjamin, et al.
Published: (2026)

Transformer‐Based Large‐Scale and Intelligent Network Traffic Prediction and Optimization
by: Zhuoyao Huang, et al.
Published: (2025)