Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth

20 December 2017

Yuankai Huo

Bennett A. Landman

Papers citing "Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth"

30 / 30 papers shown

Title
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 41 0 0 07 May 2024
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao Kaixin Xu Huai Zhe Yeo Xulei Yang Cuntai Guan 35 5 0 28 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 40 3 0 25 Mar 2023
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model K. Mantha Ramanakumar Sankar Yu-Bang Zheng Lucy Fortson T. Pengo ... L. Trouille Jarrett E. K. Byrnes I. Rosenthal H. Houskeeper K. Cavanaugh 73 3 0 08 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 43 10 0 02 Nov 2022
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Xinrong Hu Corey Wang Yiyu Shi MedIm 48 1 0 27 Jul 2022
CS $^2$ : A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention Xiaodan Xing Jiahao Huang Yang Nan Yinzhe Wu Chengjia Wang Zhifan Gao Simon Walsh Guang Yang DiffM MedIm 36 7 0 20 Jun 2022
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection Vidit Gautam GAN MedIm 25 1 0 21 May 2022
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN Leander Lauenburg Zudi Lin Ruihan Zhang Márcia dos Santos Siyu Huang Ignacio Arganda-Carreras E. Boyden Hanspeter Pfister D. Wei GAN MedIm 25 5 0 06 Apr 2022
Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation M. Oda Kiyohito Tanaka H. Takabatake M. Mori H. Natori K. Mori MedIm 19 18 0 13 Jan 2022
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 40 7 0 24 Sep 2021
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging Shunxing Bao Yucheng Tang Ho Hin Lee Riqiang Gao S. Chiron ... Lori A. Coburn K. Wilson Joseph T. Roland Bennett A. Landman Yuankai Huo 35 5 0 18 Sep 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 134 65 0 06 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 24 14 0 30 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 32 338 0 30 Jun 2021
CNNs and GANs in MRI-based cross-modality medical image estimation Azin Shokraei Fard David Reutens Viktor Vegh GAN MedIm 29 1 0 04 Jun 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
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 38 544 0 28 Sep 2020
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 Bradford J. Wood Daguang Xu MedIm 18 69 0 10 Jul 2020
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 45 668 0 16 Oct 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 38 752 0 27 Aug 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 30 18 0 08 Jul 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 17 308 0 24 Jan 2019
Evaluating the Impact of Intensity Normalization on MR Image Synthesis Jacob C. Reinhold Blake E. Dewey A. Carass Jerry L. Prince MedIm 23 158 0 11 Dec 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 40 225 0 15 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 36 1,373 0 19 Sep 2018
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks Chengjia Wang G. Macnaught G. Papanastasiou Tom J. MacGillivray D. Newby MedIm GAN OOD 13 31 0 12 Aug 2018
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa Y. Otake Masaki Takao Takumi Matsuoka K. Takashima Jerry L. Prince Nobuhiko Sugano Yoshinobu Sato GAN MedIm 22 196 0 18 Mar 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 50 378 0 27 Feb 2018
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation Chichen Fu Soonam Lee D. J. Ho Shuo Han P. Salama K. Dunn Edward J. Delp 3DV MedIm 14 63 0 22 Jan 2018