Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

17 November 2017

Papers citing "Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training"

29 / 29 papers shown

Title
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches Shawn Mathew Saad Nadeem Alvin C. Goh Arie Kaufman MedIm 49 0 0 02 Oct 2023
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets Dongik Shin Beomsu Kim Seungjun Baek MedIm 29 2 0 14 Aug 2023
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp H. Qadir I. Balasingham Younghak Shin MedIm 13 6 0 20 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 37 5 0 04 Feb 2023
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 30 6 0 03 Sep 2022
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification M. Golhar Taylor L. Bobrow S. Ngamruengphong Nicholas J. Durr MedIm 30 8 0 04 May 2022
Bimodal Camera Pose Prediction for Endoscopy A. Rau Binod Bhattarai Lourdes Agapito Danail Stoyanov 3DH 34 21 0 11 Apr 2022
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm You-Wei Luo Chuan-Xian Ren 27 2 0 26 Feb 2022
Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue Shuwei Shao Z. Pei Weihai Chen Wentao Zhu Xingming Wu Dianmin Sun Baochang Zhang MDE 46 93 0 15 Dec 2021
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation Mert Asim Karaoglu Nikolas Brasch Marijn F. Stollenga W. Wein Nassir Navab F. Tombari A. Ladikos OOD MedIm MDE 41 16 0 24 Sep 2021
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos Shawn Mathew Saad Nadeem Arie Kaufman 27 9 0 23 Jun 2021
Endo-Depth-and-Motion: Reconstruction and Tracking in Endoscopic Videos using Depth Networks and Photometric Constraints D. Recasens J. Lamarca José M. Fácil José M.M. Montiel Javier Civera MDE 16 103 0 30 Mar 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 48 532 0 18 Feb 2021
VR-Caps: A Virtual Environment for Capsule Endoscopy Kagan Incetan Ibrahim Omer Celik A. Obeid Guliz Irem Gokceler Kutsev Bengisu Ozyoruk ... Richard J. Chen Faisal Mahmood Hunter B. Gilbert Nicholas J. Durr Mehmet Turan MedIm 27 67 0 29 Aug 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 31 25 0 11 May 2020
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation Shawn Mathew Saad Nadeem Sruti Kumari Arie Kaufman 18 49 0 27 Mar 2020
Detecting Deficient Coverage in Colonoscopies Daniel Freedman Yochai Blau L. Katzir Amit Aides I. Shimshoni ... Tomer Golany A. Gordon Greg S. Corrado Yossi Matias Ehud Rivlin 24 54 0 23 Jan 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification E. Pooch P. Ballester Rodrigo C. Barros OOD 43 120 0 03 Sep 2019
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 22 110 0 10 Aug 2019
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images Mason T. Chen Faisal Mahmood Jordan A. Sweer Nicholas J. Durr 26 32 0 12 Jun 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 21 377 0 28 Feb 2019
Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization Zhiwei Wang Yi Lin K. Cheng Xin Yang MedIm 27 29 0 17 Dec 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,371 0 19 Sep 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 25 44 0 22 Aug 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V. Cheplygina Marleen de Bruijne J. Pluim 16 745 0 17 Apr 2018
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy Faisal Mahmood Nicholas J. Durr MedIm 35 142 0 30 Oct 2017
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture S. Bazrafkan Hossein Javidnia Joseph Lemley Peter Corcoran MDE 10 16 0 10 Mar 2017