GAN-based Data Augmentation for Chest X-ray Classification

7 July 2021

Papers citing "GAN-based Data Augmentation for Chest X-ray Classification"

16 / 16 papers shown

Title
Training a Computer Vision Model for Commercial Bakeries with Primarily Synthetic Images Thomas H. Schmitt Maximilian Bundscherer Tobias Bocklet 31 0 0 30 Sep 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim Edward Choi MedIm DiffM 55 1 0 11 Sep 2024
Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques Davide Clode da Silva Marina Musse Bernardes Nathalia Giacomini Ceretta Gabriel Vaz de Souza Gabriel Fonseca Silva Rafael Heitor Bordini S. Musse MedIm LM&MA 41 0 0 06 Sep 2024
A dual-task mutual learning framework for predicting post-thrombectomy cerebral hemorrhage Chengbo Zang Tianyu Wang Xiaodan Xing Mianxin Liu Javad Ghaderi Z. Kostić Dinggang Shen 45 0 0 01 Aug 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 67 0 0 15 Jul 2024
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 68 5 0 29 Jul 2023
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer DiffM MedIm 37 25 0 20 Mar 2023
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance Wardah Ali Eesha Qureshi Omama Ahmed Farooqi Rizwan Ahmed Khan 48 5 0 20 Jan 2023
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 37 95 0 14 Dec 2022
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 47 100 0 23 Nov 2022
Transforming Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 29 2 0 01 Jul 2022
Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks Marija Habijan Irena Galić GAN MedIm 33 4 0 19 May 2022
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification I. Hamdi Muhammad Ridzuan Mohammad Yaqub LM&MA 119 0 0 26 Jan 2022
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 41 121 0 31 Oct 2021
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection Mahdieh Darvish Mahsa Pouramini H. Bahador ViT 30 5 0 28 Aug 2021
Disentangling Adversarial Robustness and Generalization David Stutz Matthias Hein Bernt Schiele AAML OOD 200 277 0 03 Dec 2018