Med-K2N: Flexible K-to-N Modality Translation for Medical Image Synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Yuan, Feng, Gao, Yifan, Ye, Yuehua, Li, Haoyue, Gao, Xin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Camyla: Scaling Autonomous Research in Medical Image Segmentation
by: Gao, Yifan, et al.
Published: (2026)
by: Gao, Yifan, et al.
Published: (2026)
Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
by: Li, Haoyue, et al.
Published: (2025)
by: Li, Haoyue, et al.
Published: (2025)
MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
by: Gao, Ziyuan
Published: (2026)
by: Gao, Ziyuan
Published: (2026)
Med-Banana-50K: A Cross-modality Large-Scale Dataset for Text-guided Medical Image Editing
by: Chen, Zhihui, et al.
Published: (2025)
by: Chen, Zhihui, et al.
Published: (2025)
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
by: Liu, Jiyao, et al.
Published: (2025)
by: Liu, Jiyao, et al.
Published: (2025)
Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models
by: Chen, Qiuhui, et al.
Published: (2024)
by: Chen, Qiuhui, et al.
Published: (2024)
MedCFVQA: A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering
by: Ye, Shuchang, et al.
Published: (2025)
by: Ye, Shuchang, et al.
Published: (2025)
ProbMed: A Probabilistic Framework for Medical Multimodal Binding
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
MedGS: Gaussian Splatting for Multi-Modal 3D Medical Imaging
by: Marzol, Kacper, et al.
Published: (2025)
by: Marzol, Kacper, et al.
Published: (2025)
MultiMedVision: Multi-Modal Medical Vision Framework
by: Li, Frank, et al.
Published: (2026)
by: Li, Frank, et al.
Published: (2026)
FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
by: Yuan, Feng
Published: (2025)
by: Yuan, Feng
Published: (2025)
MedTri: A Platform for Structured Medical Report Normalization to Enhance Vision-Language Pretraining
by: Chu, Yuetan, et al.
Published: (2026)
by: Chu, Yuetan, et al.
Published: (2026)
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
by: Guo, Bangwei, et al.
Published: (2025)
by: Guo, Bangwei, et al.
Published: (2025)
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
by: Jin, Ruinan, et al.
Published: (2024)
by: Jin, Ruinan, et al.
Published: (2024)
UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities
by: Khattak, Muhammad Uzair, et al.
Published: (2024)
by: Khattak, Muhammad Uzair, et al.
Published: (2024)
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis
by: Zhu, Yitao, et al.
Published: (2025)
by: Zhu, Yitao, et al.
Published: (2025)
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets
by: Gao, Ruochen, et al.
Published: (2024)
by: Gao, Ruochen, et al.
Published: (2024)
MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation
by: Gao, Ziyuan
Published: (2025)
by: Gao, Ziyuan
Published: (2025)
Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation
by: Yang, Tao, et al.
Published: (2025)
by: Yang, Tao, et al.
Published: (2025)
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation
by: Gao, Yifan, et al.
Published: (2023)
by: Gao, Yifan, et al.
Published: (2023)
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment
by: Li, Yuchen, et al.
Published: (2026)
by: Li, Yuchen, et al.
Published: (2026)
Contrast-X: A Multi-Modal Contrast Image Synthesis Benchmark and Universal Modality Flow Matching
by: Chen, Yifan, et al.
Published: (2026)
by: Chen, Yifan, et al.
Published: (2026)
MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding
by: Chopra, Shivang, et al.
Published: (2025)
by: Chopra, Shivang, et al.
Published: (2025)
AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
by: Yu, Congjing, et al.
Published: (2025)
by: Yu, Congjing, et al.
Published: (2025)
SSL-MedSAM2: A Semi-supervised Medical Image Segmentation Framework Powered by Few-shot Learning of SAM2
by: Gong, Zhendi, et al.
Published: (2025)
by: Gong, Zhendi, et al.
Published: (2025)
CFCPalsy: Facial Image Synthesis with Cross-Fusion Cycle Diffusion Model for Facial Paralysis Individuals
by: Gao, Weixiang, et al.
Published: (2024)
by: Gao, Weixiang, et al.
Published: (2024)
GenN2N: Generative NeRF2NeRF Translation
by: Liu, Xiangyue, et al.
Published: (2024)
by: Liu, Xiangyue, et al.
Published: (2024)
Cross Modality Image Translation In Medical Imaging Using Generative Frameworks
by: Romoli, Giulia, et al.
Published: (2026)
by: Romoli, Giulia, et al.
Published: (2026)
K-MaT: Knowledge-Anchored Manifold Transport for Cross-Modal Prompt Learning in Medical Imaging
by: Zeng, Jiajun, et al.
Published: (2026)
by: Zeng, Jiajun, et al.
Published: (2026)
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis
by: Liu, Zhaoshan, et al.
Published: (2023)
by: Liu, Zhaoshan, et al.
Published: (2023)
PRS-Med: Position Reasoning Segmentation in Medical Imaging
by: Trinh, Quoc-Huy, et al.
Published: (2025)
by: Trinh, Quoc-Huy, et al.
Published: (2025)
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
by: Ren, Jingjing, et al.
Published: (2025)
by: Ren, Jingjing, et al.
Published: (2025)
Hybrid-Domain Synergistic Transformer for Hyperspectral Image Denoising
by: Li, Haoyue, et al.
Published: (2025)
by: Li, Haoyue, et al.
Published: (2025)
FL-MedSegBench: A Comprehensive Benchmark for Federated Learning on Medical Image Segmentation
by: Zhu, Meilu, et al.
Published: (2026)
by: Zhu, Meilu, et al.
Published: (2026)
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
by: Qiu, Kunpeng, et al.
Published: (2025)
by: Qiu, Kunpeng, et al.
Published: (2025)
TReFT: Taming Rectified Flow Models For One-Step Image Translation
by: Li, Shengqian, et al.
Published: (2025)
by: Li, Shengqian, et al.
Published: (2025)
Med-Art: Diffusion Transformer for 2D Medical Text-to-Image Generation
by: Guo, Changlu, et al.
Published: (2025)
by: Guo, Changlu, et al.
Published: (2025)
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text
by: Xu, Ronghao, et al.
Published: (2025)
by: Xu, Ronghao, et al.
Published: (2025)
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model
by: Ye, Yiwen, et al.
Published: (2024)
by: Ye, Yiwen, et al.
Published: (2024)
MedSeg-R: Medical Image Segmentation with Clinical Reasoning
by: Shao, Hao, et al.
Published: (2025)
by: Shao, Hao, et al.
Published: (2025)
Similar Items
-
Camyla: Scaling Autonomous Research in Medical Image Segmentation
by: Gao, Yifan, et al.
Published: (2026) -
Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
by: Li, Haoyue, et al.
Published: (2025) -
MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery
by: Gao, Ziyuan
Published: (2026) -
Med-Banana-50K: A Cross-modality Large-Scale Dataset for Text-guided Medical Image Editing
by: Chen, Zhihui, et al.
Published: (2025) -
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
by: Liu, Jiyao, et al.
Published: (2025)