ResViT: Residual vision transformers for multi-modal medical image synthesis

30 June 2021

Papers citing "ResViT: Residual vision transformers for multi-modal medical image synthesis"

50 / 119 papers shown

Title
ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation Feng Yuan Yifan Gao Wenbin Wu Keqing Wu Xiaotong Guo Jie Jiang Xin Gao Mamba 43 0 0 12 May 2025
GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models Daria Zotova Nicolas Pinon Robin Trombetta R. Bouet Julien Jung Carole Lartizien MedIm 28 0 0 12 May 2025
Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation Teng Zhou Jax Luo Yuping Sun Yiheng Tan Shun Yao Nazim Haouchine Scott Raymond MedIm 118 0 0 06 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 120 0 0 04 May 2025
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions Onat Dalmaz Arjun D Desai Reinhard Heckel Tolga Çukur Akshay Chaudhari B. Hargreaves 24 0 0 04 May 2025
Federated Client-tailored Adapter for Medical Image Segmentation Guyue Hu Siyuan Song Yukun Kang Z. Yin Gangming Zhao Chenglong Li Jin Tang FedML MedIm 142 0 0 25 Apr 2025
High-Quality Cloud-Free Optical Image Synthesis Using Multi-Temporal SAR and Contaminated Optical Data Chenxi Duan 30 0 0 23 Apr 2025
Structure-Accurate Medical Image Translation based on Dynamic Frequency Balance and Knowledge Guidance Jiahua Xu Dawei Zhou Lei Hu Zaiyi Liu N. Wang Xinbo Gao MedIm 27 0 0 13 Apr 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao Y. Wang Yucheng Tang Daguang Xu Kang Wang Yang Yang Zongwei Zhou Yuyin Zhou MedIm 22 0 0 09 Apr 2025
Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging Siyuan Dai Kai Ye Guodong Liu Haoteng Tang Liang Zhan MedIm 24 0 0 09 Apr 2025
FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model Jiahao Xia Yutao Hu Yaolei Qi Z. Li Wenqi Shao Junjun He Ying Fu Longjiang Zhang Guanyu Yang DiffM MedIm 44 0 0 12 Mar 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 51 0 0 12 Mar 2025
Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis Zhenxuan Zhang Peiyuan Jing Coraline Beitone Jiahao Huang Zhifan Gao Guang Yang Pete Lally MedIm 59 0 0 07 Mar 2025
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning Linhao Li Changhui Su Yu Guo Huimao Zhang Dong Liang K. Shang MedIm 51 0 0 03 Mar 2025
AAD-DCE: An Aggregated Multimodal Attention Mechanism for Early and Late Dynamic Contrast Enhanced Prostate MRI Synthesis Divya Bharti Sriprabha Ramanarayanan S. Sree Kishore Kumar M Keerthi Ram Harsh Agarwal Ramesh Venkatesan M. Sivaprakasam MedIm 55 0 0 04 Feb 2025
FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm DiffM 23 0 0 08 Jan 2025
Multi-resolution Guided 3D GANs for Medical Image Translation Juhyung Ha Jong Sung Park David Crandall Eleftherios Garyfallidis Xuhong Zhang MedIm 75 0 0 30 Nov 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 80 1 0 23 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan-Chia Cheng AI4CE LM&MA 34 0 0 09 Nov 2024
Brain Tumour Removing and Missing Modality Generation using 3D WDM André Ferreira Gijs Luijten B. Puladi Jens Kleesiek Victor Alves Jan Egger 21 0 0 07 Nov 2024
Unified Cross-Modal Image Synthesis with Hierarchical Mixture of Product-of-Experts R. Dorent Nazim Haouchine A. Golby Sarah F. Frisken Tina Kapur W. Wells 28 0 0 25 Oct 2024
Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network Hongqiu Wang Zhaohu Xing Weitong Wu Yijun Yang Qingqing Tang Meixia Zhang Yanwu Xu Lei Zhu MedIm 23 1 0 19 Oct 2024
Two-Stage Approach for Brain MR Image Synthesis: 2D Image Synthesis and 3D Refinement Jihoon Cho Seunghyuck Park Jinah Park 3DV MedIm 16 0 0 14 Oct 2024
Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging Lingting Zhu Yizheng Chen Lianli Liu Lei Xing Lequan Yu 21 1 0 28 Sep 2024
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 31 4 0 19 Sep 2024
Cross-conditioned Diffusion Model for Medical Image to Image Translation Zhaohu Xing Sicheng Yang Sixiang Chen Tian-Chun Ye Yijun Yang Jing Qin Lei Zhu DiffM MedIm 37 5 0 13 Sep 2024
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna Kh Tohidul Islam Bohan Zhuang Guang Yang Jianfei Cai Meng Law Zhaolin Chen DiffM MedIm 30 0 0 01 Sep 2024
SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis Yuchen Mao Hongwei Bran Li Wei Pang G. Papanastasiou G. Yang Chengjia Wang MedIm 39 2 0 13 Aug 2024
A dual-task mutual learning framework for predicting post-thrombectomy cerebral hemorrhage Chengbo Zang Tianyu Wang Xiaodan Xing Mianxin Liu Javad Ghaderi Z. Kostić Dinggang Shen 19 0 0 01 Aug 2024
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression C. Jiang Xiaodan Xing Yong Zeng Mianxin Liu Walsh Simon Yiming Xiao Dinggang Shen 29 0 0 01 Aug 2024
Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning Chuanpu Li Zeli Chen Yiwen Zhang Liming Zhong Wei Yang 25 0 0 10 Jul 2024
Trustworthy Contrast-enhanced Brain MRI Synthesis Jiyao Liu Yuxin Li Shangqi Gao Yuncheng Zhou Xin Gao Ningsheng Xu Xiao-Yong Zhang Xiahai Zhuang MedIm 28 0 0 10 Jul 2024
FairDiff: Fair Segmentation with Point-Image Diffusion Wenyi Li Haoran Xu Guiyu Zhang Huan-ang Gao Mingju Gao Mengyu Wang Hao Zhao MedIm 48 10 0 08 Jul 2024
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI Luyi Han T. Tan Tianyu Zhang Xin Wang Yuan Gao Chunyao Lu Xinglong Liang Haoran Dou Yunzhi Huang Ritse Mann DRL MedIm 18 0 0 03 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 30 5 0 28 Jun 2024
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis Vu Minh Hieu Phan Yutong Xie Bowen Zhang Yuankai Qi Zhibin Liao Antonios Perperidis S. L. Phung Johan W. Verjans Minh Nguyen Nhat To MedIm 37 4 0 27 Jun 2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 31 2 0 23 Jun 2024
A Unified Framework for Synthesizing Multisequence Brain MRI via Hybrid Fusion Jihoon Cho Jonghye Woo Jinah Park MedIm 16 0 0 21 Jun 2024
Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning Tingyi Lin Pengju Lyu Jie Zhang Yuqing Wang Cheng Wang Jianjun Zhu MedIm 45 2 0 20 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 30 2 0 09 Jun 2024
PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models Yitong Li Igor Yakushev Dennis M. Hedderich Christian Wachinger MedIm 21 3 0 27 May 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 32 13 0 22 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 35 12 0 10 May 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 33 4 0 09 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 19 0 0 08 May 2024
ResNCT: A Deep Learning Model for the Synthesis of Nephrographic Phase Images in CT Urography Syed Jamal Safdar Gardezi Lucas Aronson Peter Wawrzyn Hongkun Yu E. J. Abel ... Joshua Warner G. Toia Lu Mao Pallavi Tiwari Andrew L. Wentland MedIm 25 0 0 07 May 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 26 3 0 23 Apr 2024
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models Bo Lin Yingjing Xu Xuanwen Bao Zhou Zhao Zuyong Zhang Zhouyang Wang 57 2 0 23 Apr 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? Yutong Xie Qi Chen Sinuo Wang Minh Nguyen Nhat To Iris Lee Ee Win Khoo Kerolos Hendy Daniel Koh Yong-quan Xia Qi Wu MedIm LM&MA 28 6 0 07 Apr 2024
Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation Chuan Huang Jia Wei Rui Li MedIm 29 0 0 29 Mar 2024