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
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke B. Wood Daguang Xu MedIm 10 68 0 10 Jul 2020
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking Pengyu Zhang Jie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 30 137 0 04 Jul 2020
Deep Image Translation for Enhancing Simulated Ultrasound Images Lin Zhang Tiziano Portenier Christoph J. Paulus O. Goksel MedIm 8 8 0 18 Jun 2020
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation M. Hamghalam Baiying Lei Tianfu Wang MedIm 9 22 0 09 Jun 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 13 75 0 06 Jun 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 27 21 0 25 May 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 14 20 0 19 May 2020
Progressive Adversarial Semantic Segmentation A. Imran Demetri Terzopoulos MedIm 9 6 0 08 May 2020
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis Bingyu Xin Yifan Hu Yefeng Zheng H. Liao GAN MedIm 17 25 0 02 May 2020
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images Matthew Purri Kristin J. Dana 14 15 0 29 Apr 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 22 15 0 25 Apr 2020
Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI A. Qasim Ivan Ezhov Suprosanna Shit Oliver Schoppe Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jana Lipkova Hongwei Bran Li Bjoern H. Menze GAN MedIm 21 54 0 22 Apr 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN VGen MedIm 12 23 0 17 Apr 2020
BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis F. M. Calisto N. Nunes Jacinto C. Nascimento 9 42 0 07 Apr 2020
Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis Tao Zhou H. Fu Geng Chen Jianbing Shen Ling Shao MedIm 11 258 0 11 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 13 309 0 06 Feb 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 13 172 0 06 Jan 2020
A $^3$ DSegNet: Anatomy-aware artifact disentanglement and segmentation network for unpaired segmentation, artifact reduction, and modality translation Y. Lyu Haofu Liao Heqin Zhu S. Kevin Zhou MedIm 6 4 0 02 Jan 2020
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks Gourav Modanwal Adithya Vellal Maciej Mazurowski MedIm 11 27 0 16 Dec 2019
Multimodal Self-Supervised Learning for Medical Image Analysis Aiham Taleb C. Lippert T. Klein Moin Nabi SSL 8 95 0 11 Dec 2019
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Shibing Xu Zishu Gao Guo-Wang Xie GAN 10 1 0 09 Dec 2019
Contrast Phase Classification with a Generative Adversarial Network Yucheng Tang Ho Hin Lee Yuchen Xu Olivia Tang Yunqiang Chen ... Camilo Bermudez M. Savona R. Abramson Yuankai Huo Bennett A. Landman MedIm 14 9 0 14 Nov 2019
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 14 13 0 11 Nov 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 31 667 0 16 Oct 2019
ErrorNet: Learning error representations from limited data to improve vascular segmentation Nima Tajbakhsh B. Lai Shilpa P. Ananth Xiaowei Ding MedIm 21 16 0 10 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 44 348 0 25 Sep 2019
One-to-one Mapping for Unpaired Image-to-image Translation ZENGMING SHEN S.Kevin Zhou Yifan Chen Bogdan Georgescu Xuqi Liu Thomas S. Huang GAN 14 21 0 09 Sep 2019
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images Jianbo Jiao A. Namburete A. Papageorghiou J. A. Noble MedIm 11 3 0 08 Sep 2019
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI Víctor M. Campello Carlos Martín-Isla C. Izquierdo S. Petersen M. A. G. Ballester Karim Lekadir MedIm 8 33 0 03 Sep 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 11 750 0 27 Aug 2019
TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays Yuxing Tang Youbao Tang V. Sandfort Jing Xiao Ronald M. Summers ViT MedIm 11 40 0 21 Aug 2019
A unified representation network for segmentation with missing modalities Kenneth Lau J. Adler Jens Sjölund 6 24 0 19 Aug 2019
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis Tianyang Zhang H. Fu Yitian Zhao Jun Cheng Mengjie Guo Zaiwang Gu Bing Yang Yuting Xiao Shenghua Gao Jiang-Dong Liu GAN MedIm 16 52 0 06 Aug 2019
Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images Fei Yu Jie Zhao Y. Gong Zhi Wang Yuxi Li Fan Yang Bin Dong Quanzheng Li Li Zhang GAN MedIm 11 22 0 26 Jul 2019
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images Wenguang Yuan Jia Wei Jiabing Wang Qianli Ma Tolga Tasdizen MedIm 14 18 0 08 Jul 2019
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks Xingde Ying Heng Guo Kai Ma Jian Wu Z. Weng Yefeng Zheng GAN MedIm 14 189 0 16 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 18 279 0 15 May 2019
Towards Instance-level Image-to-Image Translation Zhiqiang Shen Mingyang Huang Jianping Shi Xiangyang Xue Thomas Huang 20 102 0 05 May 2019
On Direct Distribution Matching for Adapting Segmentation Networks Georg Pichler Jose Dolz Ismail Ben Ayed Pablo Piantanida OOD 18 3 0 04 Apr 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 6 48 0 26 Feb 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 16 220 0 20 Feb 2019
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets Jue Jiang Yu-chi Hu N. Tyagi Pengpeng Zhang A. Rimner Joseph O. Deasy H. Veeraraghavan 12 53 0 31 Jan 2019
Visual enhancement of Cone-beam CT by use of CycleGAN S. Kida S. Kaji K. Nawa T. Imae T. Nakamoto S. Ozaki T. Ohta Y. Nozawa K. Nakagawa DiffM MedIm 11 13 0 17 Jan 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization Tian Xia A. Chartsias Sotirios A. Tsaftaris MedIm 14 14 0 10 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 17 81 0 30 Dec 2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou C. Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 16 49 0 19 Dec 2018
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks He Zhang B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM GAN 22 82 0 12 Dec 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 11 11 0 18 Nov 2018
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection Liyan Sun Jiexiang Wang Yue Huang Xinghao Ding H. Greenspan John Paisley GAN MedIm 13 107 0 25 Oct 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 32 225 0 15 Oct 2018