Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning

20 April 2020

Papers citing "Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning"

41 / 91 papers shown

Title
Real-Time COVID-19 Diagnosis from X-Ray Images Using Deep CNN and Extreme Learning Machines Stabilized by Chimp Optimization Algorithm Hu Tianqing M. Khishe M. Mohammadi G. Parvizi S. H. Karim Tarik Ahmed Rashid 9 121 0 14 May 2021
Evolving Deep Convolutional Neural Network by Hybrid Sine-Cosine and Extreme Learning Machine for Real-time COVID19 Diagnosis from X-Ray Images Wu Chao M. Khishe M. Mohammadi S. H. Karim Tarik Ahmed Rashid 18 51 0 14 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 30 46 0 14 May 2021
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray Images S. Lo Yiqiao Yin 22 8 0 19 Apr 2021
COVID-19 Modeling: A Review LongBing Cao Qing Liu 42 44 0 16 Apr 2021
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification Sangjoon Park Gwanghyun Kim Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim Jong Chul Ye ViT MedIm 48 97 0 15 Apr 2021
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays Michail Mamalakis Andrew J Swift Bart Vorselaars Surajit Ray S. Weeks Weiping Ding R. Clayton L. S. Mackenzie Abhirup Banerjee OOD 25 70 0 08 Apr 2021
Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients Faeze Gholamiankhah S. Mostafapour N. Goushbolagh Seyedjafar Shojaerazavi P. Layegh S. Tabatabaei H. Arabi 21 12 0 05 Apr 2021
Self-supervised deep convolutional neural network for chest X-ray classification Matej Gazda J. Gazda J. Plávka P. Drotár SSL 30 54 0 04 Mar 2021
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images Danial Sharifrazi R. Alizadehsani M. Roshanzamir Javad Hassannataj Joloudari A. Shoeibi ... S. Nahavandi M. Panahiazar A. Zare Sheikh Mohammed Shariful Islam U. Acharya 29 140 0 13 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
COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images Wajid Arshad Abbasi S. Abbas S. Andleeb 24 3 0 25 Dec 2020
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection Hamzeh Asgharnezhad Afshar Shamsi Jokandan R. Alizadehsani Abbas Khosravi S. Nahavandi Z. Sani D. Srinivasan UQCV 25 69 0 22 Dec 2020
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study Paolo Soda N. DÁmico J. Tessadori G. Valbusa V. Guarrasi ... Alessio Del Bue F. Tedoldi Marco Alì Diego Sona S. Papa 8 74 0 11 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review Walid Hariri A. Narin 19 35 0 10 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 32 63 0 08 Dec 2020
Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach Julián D. Arias-Londoño J. Gómez-García Laureano Moro Velázquez Juan Ignacio Godino-Llorente 32 78 0 29 Nov 2020
Trends in deep learning for medical hyperspectral image analysis Uzair Khan Sidike Paheding Colin P. Elkin Vijay Devabhaktuni OOD 27 58 0 27 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
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 21 159 0 09 Nov 2020
COVID-19 Classification of X-ray Images Using Deep Neural Networks Elisha Goldstein Daphna Keidar Daniel Yaron Y. Shachar Ayelet Blass ... N. Bogot A. Grubstein N. Shabshin Yishai M. Elyada Yonina C. Eldar 20 66 0 03 Oct 2020
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman Noortaz Rezoana 11 57 0 24 Sep 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 21 114 0 21 Sep 2020
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network Shakib Yazdani Shervin Minaee R. Kafieh N. Saeedizadeh Milan Sonka MedIm 6 32 0 10 Sep 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 22 216 0 09 Aug 2020
PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images N. K. Chowdhury Md. Muhtadir Rahman M. A. Kabir 22 86 0 29 Jul 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray A. Sayyed Dipayan Saha Abdul Rakib Hossain 9 8 0 28 Jul 2020
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net N. Saeedizadeh Shervin Minaee R. Kafieh Shakib Yazdani Milan Sonka 13 43 0 24 Jul 2020
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning Ankur Mallick Chaitanya Dwivedi B. Kailkhura Gauri Joshi T. Y. Han UQCV BDL 39 6 0 18 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 51 178 0 16 Jul 2020
An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings Ali H. Al-timemy R. Khushaba Zahraa M. Mosa Javier Escudero 21 40 0 16 Jul 2020
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19 Jianguo Chen KenLi Li Zhaolei Zhang Keqin Li Philip S. Yu 35 101 0 04 Jul 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 9 36 0 02 Jul 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 20 775 0 22 Jun 2020
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning Arman Haghanifar Mahdiyar Molahasani Younhee Choi S. Deivalakshmi Seokbum Ko 16 4 0 16 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 24 11 0 09 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 19 37 0 08 Jun 2020
SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation Jieli Zhou Baoyu Jing Zeya Wang OOD 9 3 0 22 May 2020
Can AI help in screening Viral and COVID-19 pneumonia? M. Chowdhury Tawsifur Rahman Amith Khandakar Rashid Mazhar M. A. Kadir ... Muhammad Salman Khan A. Iqbal N. Al-Emadi M. Reaz T. I. Islam 45 1,331 0 29 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 24 2,480 0 22 Mar 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015