COVID-19 Image Data Collection

25 March 2020

Papers citing "COVID-19 Image Data Collection"

50 / 195 papers shown

Title
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks Aditya Saxena Shamsheer Pal Singh 31 14 0 24 Jan 2022
Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods Roozbeh Yousefzadeh 22 0 0 22 Dec 2021
A bone suppression model ensemble to improve COVID-19 detection in chest X-rays S. Rajaraman G. Cohen Lillian Spear L. Folio Sameer Kiran Antani 14 13 0 05 Nov 2021
DPCOVID: Privacy-Preserving Federated Covid-19 Detection Trang-Thi Ho Yennun Huang OOD FedML 27 4 0 26 Oct 2021
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas A. Tridente Haoming Chen Stephen White MedIm 27 17 0 20 Oct 2021
Automatic Detection of COVID-19 and Pneumonia from Chest X-Ray using Deep Learning Sarath Pathari 23 1 0 15 Oct 2021
Inverse Problems Leveraging Pre-trained Contrastive Representations Sriram Ravula Georgios Smyrnis Matt Jordan A. Dimakis SSL 35 9 0 14 Oct 2021
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports Riddhish Bhalodia Ali Hatamizadeh Leo K. Tam Ziyue Xu Xiaosong Wang E. Turkbey Daguang Xu 31 23 0 06 Oct 2021
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 19 9 0 06 Oct 2021
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System C. Bose Anirvan Basu 32 0 0 25 Sep 2021
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost H. Nasiri Sharif Hasani 47 74 0 03 Sep 2021
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks E. Verenich Tobias Martin Alvaro Velasquez Nazar Khan Faraz Hussain 19 3 0 01 Sep 2021
$Automated Generation of Accurate \& Fluent Medical X-ray Reports$ Automated Generation of Accurate \& Fluent Medical X-ray Reports Hoang T.N. Nguyen Dong Nie Taivanbat Badamdorj Yujie Liu Yingying Zhu J. Truong Li Cheng MedIm LM&MA 19 40 0 27 Aug 2021
Dealing with Distribution Mismatch in Semi-supervised Deep Learning for Covid-19 Detection Using Chest X-ray Images: A Novel Approach Using Feature Densities Saul Calderon-Ramirez Shengxiang-Yang David Elizondo Armaghan Moemeni OOD 28 24 0 17 Aug 2021
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 28 179 0 28 Jun 2021
A Privacy-Preserving and Trustable Multi-agent Learning Framework Anudit Nagar Cuong Tran Ferdinando Fioretto 23 1 0 02 Jun 2021
Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks Thosini Bamunu Mudiyanselage Nipuna Senanayake Chunyan Ji Yi Pan Yanqing Zhang GNN 17 3 0 20 May 2021
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images Maya Pavlova Naomi Terhljan A. Chung Andy Zhao Siddharth Surana Hossein Aboutalebi Hayden Gunraj A. Sabri Amer Alaref Alexander Wong 33 46 0 14 May 2021
COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images Hossein Aboutalebi Maya Pavlova M. Shafiee A. Sabri Amer Alaref Alexander Wong 13 31 0 01 May 2021
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia Longling Zhang Bochen Shen A. Barnawi Shan Xi Neeraj Kumar Yi Wu FedML MedIm 79 80 0 26 Apr 2021
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 21 6 0 20 Apr 2021
CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation Y. Oh Jong Chul Ye MedIm 25 3 0 13 Apr 2021
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? P. R. Bassi R. Attux 25 11 0 12 Apr 2021
In-Line Image Transformations for Imbalanced, Multiclass Computer Vision Classification of Lung Chest X-Rays Alexandrea K. Ramnarine OOD LM&MA 11 2 0 06 Apr 2021
Insight about Detection, Prediction and Weather Impact of Coronavirus (Covid-19) using Neural Network Bahalul Haque Tahmid Hasan Pranto A. Noman Atik Mahmood 9 10 0 05 Apr 2021
Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning Yang Yang Jiancong Chen Ruixuan Wang Tingxia Ma Lingwei Wang Jie Chen Weishi Zheng Tong Zhang 14 12 0 01 Mar 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays H. Abdulah B. Huber Sinan Lal H. Abdallah L. Palese H. Soltanian-Zadeh D. Gatti 14 4 0 26 Feb 2021
Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification Heng Hao H. Moon Sima Didari J. Woo P. Bangert AI4TS 19 0 0 25 Feb 2021
Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution Ahlad Kumar H. Singh OOD SupR MedIm 14 3 0 21 Feb 2021
Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images Kartikeya Badola Sameer Ambekar Himanshu Pant Sumit Soman A. Sural Rajiv Narang Suresh Chandra Jayadeva Jayadeva OOD 13 0 0 16 Feb 2021
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach Shruti Jadon 21 39 0 11 Feb 2021
Signal Propagation in a Gradient-Based and Evolutionary Learning System J. Toutouh Una-May O’Reilly GAN 22 10 0 10 Feb 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks Qiang Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin FedML OOD 23 86 0 10 Feb 2021
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint Ella Y. Wang Anirudh Som Ankita Shukla Hongjun Choi P. Turaga OOD 46 3 0 02 Feb 2021
Reliable COVID-19 Detection Using Chest X-ray Images A. Degerli Mete Ahishali S. Kiranyaz M. Chowdhury Moncef Gabbouj 30 8 0 28 Jan 2021
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans Xin He Shihao Wang X. Chu S. Shi J. Tang Xin Liu C. Yan Jiyong Zhang G. Ding 3DPC OOD 22 38 0 14 Jan 2021
A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis Yi Liu Shuiwang Ji 13 5 0 14 Jan 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders K. B. Ahmed Lawrence Hall Dmitry Goldgof Gregory M. Goldgof Rahul Paul 16 3 0 08 Jan 2021
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray Yixuan Sun Chengyao Li Qian Zhang Aimin Zhou Guixu Zhang OOD 23 2 0 31 Dec 2020
New Bag of Deep Visual Words based features to classify chest x-ray images for COVID-19 diagnosis C. Sitaula Sunil Aryal 17 28 0 31 Dec 2020
Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19 Maryam Dialameh A. Hamzeh Hossein Rahmani A. Radmard Safoura Dialameh 25 2 0 28 Dec 2020
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications Arash Mohammadi Yingxu Wang Nastaran Enshaei Parnian Afshar F. Naderkhani A. Oikonomou M. Rafiee H. C. R. Oliveira Svetlana Yanushkevich Konstantinos N. Plataniotis LM&MA 30 5 0 28 Dec 2020
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics Yael Ben-Guigui Jacob Goldberger Tammy Riklin-Raviv 23 0 0 07 Dec 2020
ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic Sahithya Ravi Samaneh Khoshrou Mykola Pechenizkiy 19 3 0 30 Nov 2020
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images Tawsifur Rahman Amith Khandakar Yazan Qiblawey Anas Tahir S. Kiranyaz ... M. Islam S. Al-Maadeed S. Zughaier Muhammad Salman Khan M. Chowdhury 16 812 0 25 Nov 2020
Lung Segmentation in Chest X-rays with Res-CR-Net H. Abdulah B. Huber Sinan Lal H. Abdallah H. Soltanian-Zadeh D. Gatti MedIm SSeg 6 1 0 14 Nov 2020
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images Jingxiong Li Yaqi Wang Shuai Wang Jun Wang Jun Liu Qun Jin Lingling Sun 14 1 0 11 Nov 2020
Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 T. Tan Bipul Das Ravi Soni Mate Fejes S. Ranjan ... Barbara Darázs P. Tegzes L. Ferenczi R. Mullick Gopal Avinash 8 5 0 10 Nov 2020
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks K. Dev Sunder Ali Khowaja A. Bist V. Saini Surbhi Bhatia 30 29 0 01 Nov 2020