Medical Image Synthesis with Context-Aware Generative Adversarial Networks

16 December 2016

Papers citing "Medical Image Synthesis with Context-Aware Generative Adversarial Networks"

50 / 74 papers shown

Title
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 58 0 0 08 May 2025
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models Fatima Haimour Rizik Al-Sayyed W. Mahafza Omar Sultan Al-Kadi DiffM MedIm 37 1 0 21 Jan 2025
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 47 3 0 02 Aug 2024
Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning Pranav Kulkarni Adway U. Kanhere Harshita Kukreja Vivian Zhang Paul H. Yi Vishwa S. Parekh MedIm AI4CE 32 0 0 10 Apr 2024
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 33 11 0 09 Dec 2023
Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss Jiarui Zhu Werxing Chen Hongfei Sun Shaohua Zhi Jing Qin J. Cai G. Ren MedIm 19 1 0 01 Nov 2023
BrainVoxGen: Deep learning framework for synthesis of Ultrasound to MRI Shubham Singh Mrunal Bewoor Ammar Ranapurwala Satyam Rai Sheetal Patil MedIm 30 1 0 11 Oct 2023
3D Medical Image Segmentation based on multi-scale MPU-Net Zeqiu Yu Shuo Han Ziheng Song 3DV 14 3 0 11 Jul 2023
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image S. Jameel S. Aydin N. Ghaeb Jafar Majidpour Tarik A. Rashid Sinan Q. Salih P. S. JosephNg GAN MedIm 22 16 0 25 Dec 2022
Diffusion Deformable Model for 4D Temporal Medical Image Generation Boah Kim Jong Chul Ye DiffM MedIm 34 78 0 27 Jun 2022
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN R. V. Bergen Jean-Francois Rajotte F. Yousefirizi Arman Rahmim R. Ng MedIm 28 1 0 13 Jun 2022
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships David Calhas Rui Henriques 33 8 0 07 Mar 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 33 7 0 14 Feb 2022
NeuRegenerate: A Framework for Visualizing Neurodegeneration S. Boorboor Shawn Mathew M. Ananth D. Talmage L. Role Arie Kaufman MedIm 21 3 0 02 Feb 2022
Data Augmentation For Medical MR Image Using Generative Adversarial Networks Panjian Huang Xu Liu Yongzhen Huang OOD MedIm 19 10 0 29 Nov 2021
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 32 11 0 14 Oct 2021
MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease Apoorva Sikka Skand Jitender Singh Virk Deepti R. Bathula MedIm 30 32 0 04 Aug 2021
Controllable cardiac synthesis via disentangled anatomy arithmetic Spyridon Thermos Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 32 14 0 04 Jul 2021
Free-form tumor synthesis in computed tomography images via richer generative adversarial network Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng R. Su GAN MedIm 43 44 0 20 Apr 2021
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection Abdul Waheed Muskan Goyal Deepak Gupta Ashish Khanna F. Al-turjman P. Pinheiro MedIm 22 574 0 08 Mar 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 25 72 0 05 Mar 2021
Generative Adversarial U-Net for Domain-free Medical Image Augmentation Xiaocong Chen Yun Yvonna Li Lina Yao Ehsan Adeli Yu Zhang GAN OOD MedIm 54 17 0 12 Jan 2021
Manipulating Medical Image Translation with Manifold Disentanglement Siyu Liu Jason Dowling C. Engstrom P. Greer Stuart Crozier Shekhar S. Chandra MedIm 28 8 0 27 Nov 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 33 1 0 11 Nov 2020
EvolGAN: Evolutionary Generative Adversarial Networks Baptiste Roziere F. Teytaud Vlad Hosu Hanhe Lin Jérémy Rapin M. Zameshina O. Teytaud GAN 31 14 0 28 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 32 61 0 12 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
Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks Wanyue Li Wen Kong Yiwei Chen Jing Wang Yi He Guohua Shi Guohua Deng GAN MedIm 13 12 0 18 Jun 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 34 78 0 29 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re Dorin Comaniciu 46 18 0 05 May 2020
Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis Tao Zhou Huazhu Fu Geng Chen Jianbing Shen Ling Shao MedIm 19 259 0 11 Feb 2020
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging Bernhard Stimpel Christopher Syben Tobias Würfl Katharina Breininger P. Hoelter Arnd Dörfler Andreas Maier MedIm 25 9 0 19 Nov 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 27 72 0 13 Oct 2019
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward Daniel de Souza Severo Flávio Amaro Estevam R. Hruschka André Soares de Moura Costa CML 15 4 0 02 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 48 349 0 25 Sep 2019
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 38 142 0 25 Sep 2019
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation Jue Jiang Jason Hu N. Tyagi A. Rimner S. Berry Joseph O. Deasy Harini Veeraraghavan 24 38 0 10 Sep 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer Haoliang Sun Ronak R. Mehta H. Zhou Z. Huang Sterling C. Johnson V. Prabhakaran Vikas Singh MedIm 31 46 0 21 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 24 33 0 26 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 30 190 0 16 May 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 22 91 0 29 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT M. Ezhov A. Zakirov Maxim Gusarev 27 25 0 24 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 40 225 0 15 Oct 2018
Refacing: reconstructing anonymized facial features using GANs David Abramian Anders Eklund PICV CVBM MedIm 19 47 0 15 Oct 2018
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks Xuan Gu H. Knutsson Markus Nilsson Anders Eklund DiffM MedIm 11 29 0 05 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