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How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis

26 October 2017

Maria M. J. Chuquicusma

Papers citing "How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis"

49 / 49 papers shown

Title
MAISY: Motion-Aware Image SYnthesis for Medical Image Motion Correction Andrew Zhang Hao Wang Shuchang Ye M. Fulham Jinman Kim MedIm 100 0 0 07 May 2025
Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging David Wong Bin Wang Gorkem Durak Marouane Tliba Akshay S. Chaudhari ... Eric Hart Drew Torigian Jayaram K. Udupa Elizabeth A. Krupinski Ulas Bagci MedIm 48 0 0 26 Mar 2025
Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks O. Berezsky Petro B. Liashchynskyi O. Pitsun G. Melnyk GAN MedIm 41 0 0 25 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 45 1 0 08 May 2024
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN Cristiana Tiago A. Gilbert A. S. Beela S. Aase S. Snare Jurica Šprem MedIm 88 17 0 08 Mar 2024
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation Ling Yang Zhanyu Wang Zhenghao Chen Xinyu Liang Luping Zhou LM&MA MedIm 100 6 0 04 Dec 2023
Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis Fabi Prezja L. Annala Sampsa Kiiskinen Timo Ojala 65 7 0 10 Nov 2023
Adaptive Variance Thresholding: A Novel Approach to Improve Existing Deep Transfer Vision Models and Advance Automatic Knee-Joint Osteoarthritis Classification Fabi Prezja L. Annala Sampsa Kiiskinen Suvi Lahtinen Timo Ojala 55 2 0 10 Nov 2023
Synthesizing Bidirectional Temporal States of Knee Osteoarthritis Radiographs with Cycle-Consistent Generative Adversarial Neural Networks Fabi Prezja L. Annala Sampsa Kiiskinen Suvi Lahtinen Timo Ojala MedIm 44 3 0 10 Nov 2023
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context Rucha Deshpande Muzaffer Özbey Hua Li M. Anastasio F. Brooks MedIm DiffM 71 7 0 19 Sep 2023
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading Tatiana Fountoukidou Raphael Sznitman OOD 41 5 0 19 Jul 2023
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images Ashish Sinha J. Kawahara Arezou Pakzad Kumar Abhishek Matthieu Ruthven Enjie Ghorbel Anis Kacem Djamila Aouada Ghassan Hamarneh MedIm DiffM 67 3 0 22 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 141 13 0 16 May 2023
Optimizing the AI Development Process by Providing the Best Support Environment Taha Khamis Hamam Mokayed 43 1 0 29 Apr 2023
Á net for everyone': fully personalized and unsupervised neural networks trained with longitudinal data from a single patient Christian Strack Kelsey L. Pomykala H. Schlemmer Jan Egger Jens Kleesiek 42 3 0 25 Oct 2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection Zhenrong Shen Xi Ouyang Bin Xiao Jie Cheng Qian Wang Dinggang Shen MedIm 73 25 0 19 Jul 2022
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective Kaiwen Xu Thomas Z. Li Mirza S. Khan Riqiang Gao S. Antic Yuankai Huo K. Sandler Fabien Maldonado Bennett A. Landman 57 12 0 13 Jul 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 50 10 0 30 May 2022
Transformer based Generative Adversarial Network for Liver Segmentation Ugur Demir Zheyu Zhang Bin Wang M. Antalek Elif Keles Debesh Jha Amir Borhani Daniela Ladner Ulas Bagci ViT MedIm 86 11 0 21 May 2022
Assessing Dataset Bias in Computer Vision Athiya Deviyani CVBM 56 9 0 03 May 2022
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 68 11 0 14 Oct 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 61 97 0 01 Oct 2021
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images Lukas Uzolas Javier Rico Pierrick Coupé Juan C. Sanmiguel G. Cserey MedIm 52 7 0 20 Sep 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 97 45 0 20 Jul 2021
GANs for Medical Image Synthesis: An Empirical Study Youssef Skandarani Pierre-Marc Jodoin A. Lalande MedIm 70 185 0 11 May 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 61 44 0 20 Apr 2021
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks Jonas Denck J. Guehring Andreas Maier E. Rothgang MedIm GAN 41 9 0 17 Feb 2021
Augmentation Inside the Network Maciej Sypetkowski Jakub Jasiulewicz Z. Wojna OOD 32 2 0 19 Dec 2020
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation August DuMont Schütte J. Hetzel S. Gatidis Tobias Hepp Benedikt Dietz Stefan Bauer Patrick Schwab MedIm 93 70 0 29 Nov 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 65 20 0 19 May 2020
Feeding the zombies: Synthesizing brain volumes using a 3D progressive growing GAN Anders Eklund MedIm AI4CE 50 13 0 11 Dec 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
Concept-Centric Visual Turing Tests for Method Validation Tatiana Fountoukidou Raphael Sznitman 52 2 0 15 Jul 2019
Multi-Adversarial Variational Autoencoder Networks A. Imran Demetri Terzopoulos GAN DRL 50 12 0 14 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 80 117 0 12 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 65 160 0 31 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 86 91 0 29 Mar 2019
Lung CT Imaging Sign Classification through Deep Learning on Small Data Guocai He 43 7 0 01 Mar 2019
Instance-Level Microtubule Tracking Samira Masoudi Afsaneh Razi C. Wright J. Gatlin Ulas Bagci 19 7 0 17 Jan 2019
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning Yisroel Mirsky Tom Mahler I. Shelef Yuval Elovici MedIm 88 193 0 11 Jan 2019
Synthetic Lung Nodule 3D Image Generation Using Autoencoders Steve Kommrusch L. Pouchet MedIm 27 4 0 19 Nov 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 77 21 0 24 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,400 0 19 Sep 2018
Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation Jae-Hyeok Lee S. T. Kim Hakmin Lee Yong Man Ro DiffM MedIm 13 4 0 17 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 86 415 0 13 Sep 2018
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans Felix Lau Tom Hendriks Jesse Lieman-Sifry Berk Norman Sean Sall Daniel Golden GAN MedIm 59 32 0 14 Aug 2018
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D. Jin Ziyue Xu Youbao Tang Adam P. Harrison D. Mollura MedIm 112 185 0 11 Jun 2018
Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks U. Javaid J. Lee GAN MedIm 71 5 0 29 May 2018
Semi-supervised multi-task learning for lung cancer diagnosis Naji Khosravan Ulas Bagci 50 42 0 17 Feb 2018