Deep Learning for Chest X-ray Analysis: A Survey

15 March 2021

Bram van Ginneken

Papers citing "Deep Learning for Chest X-ray Analysis: A Survey"

24 / 74 papers shown

Title
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data Joceline Ziegler Bjarne Pfitzner H. Schulz A. Saalbach B. Arnrich FedML 19 14 0 06 May 2022
Equine radiograph classification using deep convolutional neural networks Raniere Silva A. P. Mishra Christopher Riggs M. Doube MedIm 6 3 0 29 Apr 2022
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation Hilda Azimi Jianxing Zhang Pengcheng Xi H. Asad Ashkan Ebadi Stéphane Tremblay Alexander Wong 15 7 0 22 Feb 2022
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes S. B. Jensen T. Moeslund S. J. Andreasen MedIm 15 1 0 15 Feb 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images Hongzhi Zhu R. Rohling Septimiu Salcudean 14 4 0 15 Feb 2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification Hongzhi Zhu Septimiu Salcudean R. Rohling MedIm 12 4 0 15 Feb 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 19 48 0 13 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 19 75 0 10 Feb 2022
MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis Haodi Zhang Chenyu Xu Pei-hong Liang Ke Duan Haopan Ren Weibin Cheng Kaishun Wu 23 0 0 09 Feb 2022
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection Tomasz Szczepañski Arkadiusz Sitek Tomasz Trzciñski Szymon Płotka 19 1 0 23 Jan 2022
Impact of class imbalance on chest x-ray classifiers: towards better evaluation practices for discrimination and calibration performance Candelaria Mosquera Luciana Ferrer Diego H. Milone D.R. Luna Enzo Ferrante 21 3 0 23 Dec 2021
Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest M. Demirer Richard D. White Vikash Gupta R. Sebro B. S. Erdal 30 1 0 25 Aug 2021
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey Changhee Han Takayuki Okamoto Koichi Takeuchi Dimitris Katsios Andrey Grushnikov Masaaki Kobayashi Antoine Choppin Yuta Kurashina Yuki Shimahara 14 2 0 02 Jun 2021
CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation Y. Oh Jong Chul Ye MedIm 25 3 0 13 Apr 2021
Semi-supervised novelty detection using ensembles with regularized disagreement A. Tifrea E. Stavarache Fanny Yang UQCV 23 6 0 10 Dec 2020
C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification H. Barzekar Zeyun Yu 6 40 0 30 Oct 2020
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation H. Zunair A. Ben Hamza MedIm 35 38 0 20 Oct 2020
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision J. Wolleb Robin Sandkühler Philippe C. Cattin 237 21 0 28 Jul 2020
Chest X-ray Report Generation through Fine-Grained Label Learning T. Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 29 45 0 27 Jul 2020
Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders Nina Shvetsova Bart Bakker Irina Fedulova H. Schulz Dmitry V. Dylov 8 80 0 23 Jun 2020
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data Ophir Gozes H. Greenspan 17 9 0 20 Mar 2020
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 86 94 0 30 Oct 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 280 10,613 0 19 Feb 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 229 3,190 0 30 Oct 2016