Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network

27 February 2018

Papers citing "Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network"

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Title
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 38 0 0 14 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 133 0 0 06 May 2025
Deterministic Medical Image Translation via High-fidelity Brownian Bridges Qisheng He Nicholas Summerfield Peiyong Wang C. Glide-Hurst Ming Dong DiffM MoMe MedIm 49 0 0 28 Mar 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 64 0 0 28 Mar 2025
Cross Modality Medical Image Synthesis for Improving Liver Segmentation Muhammad Rafiq Hazrat Ali G. Mujtaba Zubair Shah Shoaib Azmat GAN MedIm 41 0 0 02 Mar 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 37 0 0 24 Feb 2025
Revealing Microscopic Objects in Fluorescence Live Imaging by Video-to-video Translation Based on A Spatial-temporal Generative Adversarial Network Yang Jiao Mei Yang Mo Weng 31 0 0 22 Feb 2025
Uncertainty-Aware Regularization for Image-to-Image Translation Anuja Vats I. Farup Marius Pedersen Kiran Raja MedIm 71 0 0 24 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
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Alexander Koch O. U. Aydin A. Hilbert Jana Rieger Satoru Tanioka F. Ishida Dietmar Frey DiffM MedIm 31 1 0 16 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 42 18 0 13 Sep 2024
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim 27 1 0 07 Aug 2024
A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers Mohd Usama E. Nyman Ulf Naslund Christer Grönlund MedIm 24 1 0 06 Jul 2024
Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation Chuan Huang Jia Wei Rui Li MedIm 34 0 0 29 Mar 2024
Pooling Image Datasets With Multiple Covariate Shift and Imbalance Sotirios Panagiotis Chytas Vishnu Suresh Lokhande Peiran Li Vikas Singh OOD 30 0 0 05 Mar 2024
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss Shreeram S. Athreya Ashwath Radhachandran Vedrana Ivezić Vivek Sant Corey W. Arnold W. Speier MedIm 10 0 0 18 Dec 2023
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 25 11 0 09 Dec 2023
CycleGANAS: Differentiable Neural Architecture Search for CycleGAN Taegun An Changhee Joo GAN 16 3 0 13 Nov 2023
Medical Image Segmentation with Domain Adaptation: A Survey Yuemeng Li Yong-Xian Fan OOD 21 3 0 03 Nov 2023
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Yu Gu Jianwei Yang Naoto Usuyama Chun-yue Li Sheng Zhang M. Lungren Jianfeng Gao Hoifung Poon MedIm 22 22 0 16 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 22 2 0 09 Oct 2023
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation R. Valabregue F. Girka A. Pron F. Rousseau G. Auzias 34 6 0 11 Sep 2023
Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution Xiaofei Sun He Li Wei-Ning Lee MedIm 14 3 0 02 Sep 2023
Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation Minh Phan Zhibin Liao Johan W. Verjans Minh Nguyen Nhat To MedIm 11 17 0 30 Jul 2023
Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation Peidi Xu O. Sosnovtseva Charlotte Mehlin Sørensen Kenny Erleben S. Darkner 15 4 0 26 May 2023
Dynamic Enhancement Network for Partial Multi-modality Person Re-identification A. Zheng Ziling He Zi Wang Chenglong Li Jin Tang 25 10 0 25 May 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang 9 24 0 18 May 2023
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation Luigi Sigillo Eleonora Grassucci Danilo Comminiello GAN 25 6 0 18 May 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 55 17 0 06 Apr 2023
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging Zdravko Marinov Simon Reiß D. Kersting Jens Kleesiek Rainer Stiefelhagen 24 12 0 13 Mar 2023
X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics Yicong Li Yaron Meirovitch Aaron T. Kuan Jasper S. Phelps A. Pacureanu W. Lee Nir Shavit Lu Mi 11 3 0 02 Mar 2023
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 29 43 0 05 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 30 6 0 27 Nov 2022
DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data Jiayuan Wang Q. M. Jonathan Wu Farhad Pourpanah GAN MedIm 11 27 0 02 Nov 2022
What can we learn about a generated image corrupting its latent representation? A. Tomczak Aarush Gupta Slobodan Ilic Nassir Navab Shadi Albarqouni GAN MedIm 28 4 0 12 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 21 6 0 12 Oct 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David A. Clifton Lawrence H. Staib James S. Duncan 35 49 0 27 Sep 2022
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models Qing Lyu Ge Wang DiffM MedIm 87 82 0 24 Sep 2022
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 31 31 0 26 Aug 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data Joel Honkamaa Muhammad Umair Ahmed Khan Sonja Koivukoski Mira Valkonen Leena Latonen Pekka Ruusuvuori Pekka Marttinen OOD MedIm 21 8 0 26 Aug 2022
Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network Yunzhi Huang Sahar Ahmad Luyi Han Shuai Wang Zhengwang Wu W. Lin Gang Li L. Wang P. Yap MedIm 13 0 0 09 Aug 2022
Generative Adversarial Networks and Other Generative Models Markus T. Wenzel GAN 17 10 0 08 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 21 22 0 04 Jul 2022
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency Jie-jin Yang Ruimao Zhang Chao Wang Zhuguo Li Lingyan Zhang 18 10 0 21 Jun 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 25 8 0 30 May 2022
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images Hongzheng Yang Cheng Chen Meirui Jiang Quande Liu Jianfeng Cao Pheng Ann Heng Qi Dou OOD 24 26 0 27 May 2022
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Chang-Tien Lu Shen Zheng Gaurav Gupta OOD 14 6 0 20 Apr 2022
A-ACT: Action Anticipation through Cycle Transformations Akash Gupta Jingen Liu Liefeng Bo A. Roy-Chowdhury Tao Mei 20 5 0 02 Apr 2022
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang OOD 19 27 0 30 Mar 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 6 31 0 19 Mar 2022