COVID-19 Image Data Collection

25 March 2020

Papers citing "COVID-19 Image Data Collection"

45 / 195 papers shown

Title
Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods Mizuho Nishio Shunjiro Noguchi Hidetoshi Matsuo T. Murakami 9 128 0 01 Jun 2020
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images D. Gil K. Díaz-Chito C. Sánchez A. Hernández-Sabaté 19 12 0 28 May 2020
COVID-Net S: Towards computer-aided severity assessment via training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity A. Wong Z. Q. Lin Linda Wang A. Chung B. Shen A. Abbasi M. Hoshmand-Kochi T. Duong 14 35 0 26 May 2020
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning Joseph Paul Cohen Lan Dao Paul Morrison Karsten Roth Yoshua Bengio ... A. Abbasi M. Hoshmand-Kochi Marzyeh Ghassemi Haifang Li T. Duong 35 222 0 24 May 2020
Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks Hokuto Hirano K. Koga Kazuhiro Takemoto AAML 19 47 0 22 May 2020
SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation Jieli Zhou Baoyu Jing Zeya Wang OOD 11 3 0 22 May 2020
Lung Segmentation from Chest X-rays using Variational Data Imputation Raghavendra Selvan Erik Dam Nicki S. Detlefsen Sofus Rischel Kaining Sheng Mads Nielsen A. Pai 6 56 0 20 May 2020
MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset Sergey P. Morozov Anna E. Andreychenko Nikolay A. Pavlov A. Vladzymyrskyy N. Ledikhova V. Gombolevskiy I. Blokhin P. Gelezhe A. Gonchar V. Chernina 6 245 0 13 May 2020
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19 Sampa Misra Seungwan Jeon Seiyon Lee R. Managuli Chulhong Kim 23 81 0 12 May 2020
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images Mehmet Yamaç Mete Ahishali A. Degerli S. Kiranyaz M. Chowdhury Moncef Gabbouj 14 91 0 08 May 2020
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays Pierre G. B. Moutounet-Cartan 30 30 0 02 May 2020
Intra-model Variability in COVID-19 Classification Using Chest X-ray Images Brian D. Goodwin Corey Jaskolski Can Zhong Herick Asmani OOD 34 28 0 30 Apr 2020
A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays P. R. Bassi R. Attux MedIm 22 144 0 30 Apr 2020
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Yifan Zhang Shuaicheng Niu Zhen Qiu Ying Wei P. Zhao Jianhua Yao Junzhou Huang Qingyao Wu Mingkui Tan OOD 8 69 0 30 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 24 53 0 29 Apr 2020
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images Gianluca Maguolo L. Nanni 27 200 0 27 Apr 2020
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS) Jannis Born G. Brändle M. Cossio Marion Disdier Julie Goulet Jérémie Roulin Nina Wiedemann OOD 35 149 0 25 Apr 2020
A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening Chun-Fu Yeh Hsien-Tzu Cheng Andy Wei Hsin-Ming Chen Po-Chen Kuo ... Nai-Kuan Chou Kuan-Hua Chao Yi-Chin Tu Yeun-Chung Chang Tyng-Luh Liu 11 43 0 24 Apr 2020
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks Narinder Singh Punn Sonali Agarwal 15 191 0 23 Apr 2020
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters OOD 24 316 0 22 Apr 2020
Deep Learning for Screening COVID-19 using Chest X-Ray Images S. Basu Sushmita Mitra N. Saha 6 180 0 22 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 11 962 0 22 Apr 2020
CovidAID: COVID-19 Detection Using Chest X-Ray Arpan Mangal Surya Kalia Harish Rajgopal K. Rangarajan Vinay P. Namboodiri Subhashis Banerjee Chetan Arora OOD 20 150 0 21 Apr 2020
Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning Shervin Minaee R. Kafieh Milan Sonka Shakib Yazdani G. Soufi 19 828 0 20 Apr 2020
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 Mohammad Rahimzadeh Abolfazl Attar 19 128 0 17 Apr 2020
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Aryan Mobiny P. Cicalese Samira Zare Pengyu Yuan Mohammadsajad Abavisani Carol C. Wu J. Ahuja P. D. Groot H. Nguyen MedIm 38 96 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 16 265 0 16 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 25 374 0 15 Apr 2020
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios R. M. Pereira Diego Bertolini Lucas O. Teixeira C. Silla Yandre M. G. Costa 8 402 0 13 Apr 2020
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets Y. Oh Sangjoon Park J. C. Ye 14 692 0 13 Apr 2020
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data Enzo Tartaglione C. Barbano C. Berzovini M. Calandri Marco Grangetto 39 185 0 11 Apr 2020
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images Asif Iqbal Khan Junaid Latief Shah M. Bhat 12 1,073 0 10 Apr 2020
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images Md. Rezaul Karim Till Dohmen Dietrich-Rebholz Schuhmann Stefan Decker Michael Cochez Oya Beyan 33 89 0 09 Apr 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 24 79 0 06 Apr 2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi D. Shen 39 1,053 0 06 Apr 2020
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19 K. Hammoudi H. Benhabiles Mahmoud Melkemi Fadi Dornaika Ignacio Arganda-Carreras Dominique Collard A. Scherpereel 39 171 0 05 Apr 2020
Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset Lawrence Hall Rahul Paul Dmitry Goldgof Gregory M. Goldgof 11 250 0 05 Apr 2020
COVID-CT-Dataset: A CT Scan Dataset about COVID-19 Xingyi Yang Xuehai He Jinyu Zhao Yichen Zhang Shanghang Zhang P. Xie 34 842 0 30 Mar 2020
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network Asmaa Abbas M. Abdelsamea M. Gaber 13 848 0 26 Mar 2020
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks Ioannis D. Apostolopoulos Tzani Bessiana 17 1,908 0 25 Mar 2020
Mapping the Landscape of Artificial Intelligence Applications against COVID-19 Joseph Aylett-Bullock A. Luccioni K. H. Pham C. Lam M. Luengo-Oroz AI4CE 39 406 0 25 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 80 1,762 0 24 Mar 2020
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images Linda Wang A. Wong OOD 36 2,480 0 22 Mar 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 28 286 0 28 Feb 2020
Comparing Different Deep Learning Architectures for Classification of Chest Radiographs Keno K. Bressem Lisa Christine Adams C. Erxleben B. Hamm S. Niehues J. Vahldiek 14 167 0 20 Feb 2020