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Breaking the Dilemma of Medical Image-to-image Translation

13 October 2021

Papers citing "Breaking the Dilemma of Medical Image-to-image Translation"

31 / 31 papers shown

Title
K-Stain: Keypoint-Driven Correspondence for H&E-to-IHC Virtual Staining Sicheng Yang Zhaohu Xing Haipeng Zhou Lei Zhu 128 0 0 10 Nov 2025
FS-RWKV: Leveraging Frequency Spatial-Aware RWKV for 3T-to-7T MRI Translation Yingtie Lei Zimeng Li Chi-Man Pun Yupeng Liu Xuhang Chen MedIm 77 0 0 10 Oct 2025
Tumor Synthesis conditioned on RadiomicsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Jonghun Kim Inye Na Eun Sook Ko Hyunjin Park MedIm 140 1 0 29 Sep 2025
Simulating Post-Neoadjuvant Chemotherapy Breast Cancer MRI via Diffusion Model with Prompt TuningIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Jonghun Kim Hyunjin Park MedIm 69 1 0 29 Sep 2025
Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows Jiabo Ma Wenqiang Li Jinbang Li Ziyi Liu Linshan Wu Fengtao Zhou Li Liang R. Chan T. Wong Hao Chen 100 1 0 17 Sep 2025
Hyperbolic Cycle Alignment for Infrared-Visible Image Fusion Timing Li Bing Cao Jiahe Feng Haifang Cao Q. Hu Pengfei Zhu 86 0 0 31 Jul 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 877 0 0 04 May 2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models Jens Hooge Gerard Sanroma-Guell Faidra Stavropoulou Alexander Ullmann Gesine Knobloch Mark Klemens Carola Schmidt Sabine Weckbach Andreas Bolz DiffM MedIm 302 0 0 25 Apr 2025
Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned DataIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Ziwang Xu Lanqing Guo Satoshi Tsutsui Shuyan Zhang Alex C. Kot Bihan Wen 180 1 0 14 Apr 2025
Deterministic Medical Image Translation via High-fidelity Brownian Bridges Qisheng He Nicholas Summerfield Peiyong Wang C. Glide-Hurst Ming Dong DiffM MoMe MedIm 191 0 0 28 Mar 2025
AAD-DCE: An Aggregated Multimodal Attention Mechanism for Early and Late Dynamic Contrast Enhanced Prostate MRI SynthesisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Divya Bharti Sriprabha Ramanarayanan S. Sree Kishore Kumar M Keerthi Ram Harsh Agarwal Ramesh Venkatesan M. Sivaprakasam MedIm 310 0 0 04 Feb 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 303 3 0 20 Jan 2025
An Interpretable X-ray Style Transfer via Trainable Local Laplacian FilterIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Dominik Eckert L. Ritschl Christopher Syben Christian Hümmer Julia Wicklein M. Beister Steffen Kappler Sebastian Stober MedIm 205 1 0 11 Nov 2024
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan Cheng AI4CE LM&MA 379 1 0 09 Nov 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image GenerationIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Hongxu Jiang Muhammad Imran Teng Zhang Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong MedIm DiffM 288 38 0 23 May 2024
Generative Medical Segmentation Jiayu Huo Ouyang Xi Sébastien Ourselin Rachel Sparks MedIm 148 3 0 27 Mar 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 301 15 0 17 Mar 2024
FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model Yunxiang Li H. Shao Xiaoxue Qian You Zhang MedIm DiffM 150 5 0 19 Nov 2023
AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain TransferBritish Machine Vision Conference (BMVC), 2023 Tao Ma Chao Zhang Min Lu Lin Luo MedIm 190 2 0 12 Sep 2023
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces Catherine Ordun Alexandra N. Cha Edward Raff S. Purushotham Karen Kwok Mason Rule J. Gulley MedIm 155 0 0 23 Aug 2023
Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image TranslationACM Multimedia (ACM MM), 2023 Alexander Martin Haitian Zheng Jie An Jiebo Luo VLM DiffM 130 1 0 14 Aug 2023
An Attentive-based Generative Model for Medical Image SynthesisInternational Journal of Machine Learning and Cybernetics (IJMLC), 2023 Jiayu Wang Q. M. Jonathan Wu Farhad Pourpanah GAN MedIm 163 14 0 02 Jun 2023
Indescribable Multi-modal Spatial EvaluatorComputer Vision and Pattern Recognition (CVPR), 2023 Lingke Kong X. Qi Qijin Shen Jiacheng Wang Jingyi Zhang Yanle Hu Qichao Zhou 142 10 0 01 Mar 2023
Learning Single Image Defocus Deblurring with Misaligned Training PairsAAAI Conference on Artificial Intelligence (AAAI), 2022 Yu Li Dongwei Ren Xinyao Shu W. Zuo 106 11 0 26 Nov 2022
DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data Jiayuan Wang Q. M. Jonathan Wu Farhad Pourpanah GAN MedIm 168 43 0 02 Nov 2022
Classical and learned MR to pseudo-CT mappings for accurate transcranial ultrasound simulationIEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE TUFFC), 2022 Maria Miscouridou J. Pineda-Pardo C. Stagg B. Treeby A. Stanziola MedIm 184 34 0 30 Jun 2022
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix Shengjie Liu Chuang Zhu Fengjuan Xu X. Jia Z. Shi M. Jin 160 115 0 25 Apr 2022
Cross-Modality Neuroimage Synthesis: A SurveyACM Computing Surveys (ACM CSUR), 2022 Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 419 12 0 14 Feb 2022
FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform LossACM Multimedia (ACM MM), 2022 Jinbao Wang Guoyang Xie Yawen Huang Yefeng Zheng Yaochu Jin Feng Zheng MedIm 263 9 0 29 Jan 2022
FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image SynthesisNeurocomputing (Neurocomputing), 2022 Jinbao Wang Guoyang Xie Yawen Huang Yuexiang Li Yefeng Zheng Feng Zheng Yaochu Jin FedML MedIm 276 55 0 22 Jan 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot Bihan Wen 129 6 0 10 Jan 2022