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"

50 / 162 papers shown

Title
Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion Ziqi Huang Li Lin Pujin Cheng Linkai Peng Xiaoying Tang MedIm 19 10 0 09 Mar 2022
Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement Xiaofeng Liu Fangxu Xing Jerry L. Prince M. Stone G. El Fakhri Jonghye Woo MedIm 17 3 0 25 Feb 2022
Deep learning based domain adaptation for mitochondria segmentation on EM volumes Daniel Franco-Barranco Julio Pastor-Tronch Aitor González-Marfil A. Muñoz-Barrutia Ignacio Arganda-Carreras 6 14 0 22 Feb 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 19 7 0 14 Feb 2022
Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation maps Leo Segre Or Hirschorn Dvir Ginzburg D. Raviv GAN MedIm 28 1 0 24 Jan 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 13 120 0 17 Dec 2021
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 66 63 0 17 Dec 2021
Image prediction of disease progression by style-based manifold extrapolation T. Han Jakob Nikolas Kather F. Pedersoli M. Zimmermann S. Keil ... Fabian Kiessling Volkmar Schulz Christiane Kuhl S. Nebelung Daniel Truhn MedIm 14 3 0 22 Nov 2021
CycleFlow: Purify Information Factors by Cycle Loss Haoran Sun Chen Chen Lantian Li Dong Wang 11 1 0 18 Oct 2021
GAN-based disentanglement learning for chest X-ray rib suppression Luyi Han Y. Lyu Cheng-Fang Peng S.Kevin Zhou 12 18 0 18 Oct 2021
Bridging the gap between paired and unpaired medical image translation Pauliina Paavilainen S. Akram Juho Kannala MedIm 17 16 0 15 Oct 2021
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble Hao Li Dewei Hu Qibang Zhu Kathleen E. Larson Huahong Zhang I. Oguz OOD 27 7 0 24 Sep 2021
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation E. Chiou F. Giganti S. Punwani Iasonas Kokkinos Eleftheria Panagiotaki MedIm 17 2 0 19 Sep 2021
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Cheng Chen Quande Liu Yueming Jin Qi Dou Pheng-Ann Heng 17 101 0 19 Sep 2021
Unsupervised Local Discrimination for Medical Images Huai Chen Renzhen Wang Xiuying Wang Jieyu Li Qu Fang Hui Li Jianhao Bai Qing Peng Deyu Meng Lisheng Wang SSL 18 7 0 21 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 11 0 0 14 Aug 2021
Style Curriculum Learning for Robust Medical Image Segmentation Zhendong Liu Van Manh Xin Yang Xiaoqiong Huang Karim Lekadir Víctor M. Campello Nishant Ravikumar Alejandro F Frangi Dong Ni OOD 18 17 0 01 Aug 2021
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining Benjamin Billot Douglas N. Greve O. Puonti A. Thielscher Koen van Leemput Bruce Fischl Adrian V. Dalca Juan Eugenio Iglesias OOD MedIm 14 265 0 20 Jul 2021
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jue Jiang A. Rimner Joseph O. Deasy H. Veeraraghavan 11 20 0 16 Jul 2021
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images Sungho Suh So-hyun Cheon Wonseon Choi Yeon Woong Chung W. Cho ji-Sun Paik Sung Eun Kim D. Chang Y. Lee 10 4 0 01 Jul 2021
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN 8 2 0 30 Jun 2021
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Fuping Wu Xiahai Zhuang OOD DRL 12 72 0 16 Jun 2021
CNNs and GANs in MRI-based cross-modality medical image estimation Azin Shokraei Fard David Reutens Viktor Vegh GAN MedIm 21 1 0 04 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 569 0 27 May 2021
Image to Image Translation : Generating maps from satellite images Vaishali Ingale Rishabh Singh Pragati Patwal GAN 19 10 0 19 May 2021
TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation Junxiao Chen Jia Wei Rui Li GAN MedIm 9 24 0 19 May 2021
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information Wangbin Ding Lei Li Liqin Huang Xiahai Zhuang MedIm 19 5 0 16 May 2021
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy Izabela Horvath Johannes C. Paetzold Oliver Schoppe Rami Al-Maskari Ivan Ezhov Suprosanna Shit Hongwei Bran Li Ali Ertuerk Bjoern H. Menze MedIm 29 9 0 22 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Bo Zhou Z. Augenfeld Julius Chapiro S. Kevin Zhou Chi Liu James S. Duncan 23 48 0 14 Apr 2021
$Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$\ell_4$Net$ Brain Image Synthesis with Unsupervised Multivariate Canonical CSC $\ell_4$ Net Yawen Huang Feng Zheng Danyang Wang Weilin Huang Matthew R. Scott Ling Shao 25 8 0 22 Mar 2021
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Sulaiman Vesal Mingxuan Gu Ronak Kosti Andreas K. Maier Nishant Ravikumar OOD 11 35 0 15 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 14 58 0 28 Feb 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 105 38 0 11 Feb 2021
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer Zhendong Liu Xiaoqiong Huang Xin Yang Rui Gao Rui Li ... Yankai Huang Guangquan Zhou Yi Xiong Alejandro F Frangi Dong Ni OOD 4 14 0 11 Jan 2021
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information Qi Chang Zhennan Yan L. Baskaran Hui Qu Yikai Zhang Tong Zhang Shaoting Zhang Dimitris N. Metaxas MedIm 19 12 0 15 Dec 2020
Annotation-efficient deep learning for automatic medical image segmentation Shanshan Wang Cheng Li Rongpin Wang Zaiyi Liu Meiyun Wang ... Xin Liu Jie Chen Hui-Chong Zhou Ismail Ben Ayed Hairong Zheng VLM MedIm 25 174 0 09 Dec 2020
Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis E. Karthik C. Laporte Farida Cheriet 12 2 0 25 Nov 2020
GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects Quan Liu Isabella M. Gaeta Bryan A. Millis M. Tyska Yuankai Huo 9 8 0 22 Oct 2020
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation E. Chiou F. Giganti S. Punwani Iasonas Kokkinos Eleftheria Panagiotaki OOD MedIm 23 23 0 14 Oct 2020
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications Yue Yang P. Xie MedIm 11 0 0 07 Oct 2020
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li Lequan Yu Shujun Wang Pheng-Ann Heng 17 102 0 04 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 25 544 0 28 Sep 2020
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images Zhuangzhuang Zhang T. Zhao Hiram Gay B. Sun Weixiong Zhang MedIm 6 9 0 21 Sep 2020
Generator Versus Segmentor: Pseudo-healthy Synthesis Yunlong Zhang Li Chenxin Liyan Sun Xin Lin Yihong Zhuang Yue Huang Ding Xinghao Xiaoqing Liu Yizhou Yu MedIm 13 19 0 12 Sep 2020
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis Jianbo Jiao A. Namburete A. Papageorghiou J. A. Noble MedIm 17 33 0 19 Aug 2020
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun MedIm 6 29 0 11 Aug 2020
Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas Pengfei Guo Puyang Wang R. Yasarla Jinyuan Zhou Vishal M. Patel Shanshan Jiang MedIm 11 1 0 06 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 38 624 0 02 Aug 2020
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng GAN MedIm 11 17 0 22 Jul 2020
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation Jue Jiang Yu-chi Hu N. Tyagi A. Rimner N. Lee Joseph O. Deasy S. Berry H. Veeraraghavan OOD MedIm 16 40 0 18 Jul 2020