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COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose
  COVID-19 in X-Ray Images

COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images

24 March 2020
E. E. Hemdan
M. Shouman
Mohamed E. Karar
ArXiv (abs)PDFHTML

Papers citing "COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images"

48 / 98 papers shown
Title
Probabilistic combination of eigenlungs-based classifiers for COVID-19
  diagnosis in chest CT images
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images
J. E. Arco
A. Ortiz
Javier Ramírez
Francisco J. Martínez-Murcia
Yudong Zhang
J. Broncano
M. '. Berbís
J. Royuela-del-Val
Antonio Luna
Juan M Gorriz
30
3
0
04 Mar 2021
Deep learning-based COVID-19 pneumonia classification using chest CT
  images: model generalizability
Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability
D. Nguyen
F. Kay
Jun Tan
Yulong Yan
Y. Ng
P. Iyengar
R. Peshock
Steve B. Jiang
OOD
70
26
0
18 Feb 2021
Fusion of convolution neural network, support vector machine and Sobel
  filter for accurate detection of COVID-19 patients using X-ray images
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
62
142
0
13 Feb 2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and
  Limited Labeled COVID-19 Data
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data
R. Alizadehsani
Danial Sharifrazi
N. H. Izadi
Javad Hassannataj Joloudari
A. Shoeibi
...
F. Khozeimeh
Abbas Khosravi
S. Nahavandi
Sheikh Mohammed Shariful Islam
U. Acharya
79
59
0
12 Feb 2021
COVID-19 identification from volumetric chest CT scans using a
  progressively resized 3D-CNN incorporating segmentation, augmentation, and
  class-rebalancing
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing
Md. Kamrul Hasan
Md. Tasnim Jawad
Kazi N. Hasan
Sajal Basak Partha
Md. Masum Al Masba
Shumit Saha
82
21
0
11 Feb 2021
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality
  Constraint
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint
Ella Y. Wang
Anirudh Som
Ankita Shukla
Hongjun Choi
Pavan Turaga
OOD
82
3
0
02 Feb 2021
Real-time Prediction for Mechanical Ventilation in COVID-19 Patients
  using A Multi-task Gaussian Process Multi-objective Self-attention Network
Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network
Kai Zhang
Siddharth Karanth
B. Patel
R. Murphy
Xiaoqian Jiang
OOD
66
4
0
01 Feb 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images
  Based on Confounders
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
51
3
0
08 Jan 2021
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and
  Applications
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
75
5
0
28 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images
  and Acoustic-based Techniques: A Recent Review
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review
Walid Hariri
A. Narin
128
35
0
10 Dec 2020
Effect of Different Batch Size Parameters on Predicting of COVID19 Cases
Effect of Different Batch Size Parameters on Predicting of COVID19 Cases
A. Narin
Ziynet Pamuk
41
5
0
10 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN
Dr. Saddam Hussain Khan
A. Sohail
Asifullah Khan
76
63
0
08 Dec 2020
Artificial Intelligence applied to chest X-Ray images for the automatic
  detection of COVID-19. A thoughtful evaluation approach
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-Velazquez
Juan Ignacio Godino-Llorente
98
81
0
29 Nov 2020
Uncertainty-driven ensembles of deep architectures for multiclass
  classification. Application to COVID-19 diagnosis in chest X-ray images
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images
J. E. Arco
A. Ortiz
J. Ramírez
Francisco J. Martínez-Murcia
Yudong Zhang
Juan M Gorriz
UQCV
75
3
0
27 Nov 2020
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art
  review
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review
Parsa Sarosh
S. A. Parah
Romany F Mansur
G. M. Bhat
80
3
0
25 Nov 2020
Decision and Feature Level Fusion of Deep Features Extracted from Public
  COVID-19 Data-sets
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets
Hamza Osman Ilhan
Gorkem Serbes
N. Aydin
57
32
0
17 Nov 2020
Triage of Potential COVID-19 Patients from Chest X-ray Images using
  Hierarchical Convolutional Networks
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks
Kapal Dev
Sunder Ali Khowaja
A. Bist
V. Saini
Surbhi Bhatia
62
29
0
01 Nov 2020
RANDGAN: Randomized Generative Adversarial Network for Detection of
  COVID-19 in Chest X-ray
RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray
Saman Motamed
Patrik Rogalla
Farzad Khalvati
OODMedIm
77
65
0
06 Oct 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis:
  A Review
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review
Shahabedin Nabavi
Azar Ejmalian
M. Moghaddam
A. A. Abin
Alejandro F. Frangi
M. Mohammadi
H. S. Rad
78
34
0
01 Oct 2020
GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for
  Identifying COVID-19 on Chest X-rays
GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for Identifying COVID-19 on Chest X-rays
Angelica I Aviles-Rivero
P. Sellars
Carola-Bibiane Schönlieb
Nicolas Papadakis
DiffMMedImSSL
78
30
0
30 Sep 2020
Deep Learning-based Four-region Lung Segmentation in Chest Radiography
  for COVID-19 Diagnosis
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis
Young-Gon Kim
Kyungsang Kim
Dufan Wu
Hui Ren
Won Young Tak
...
J. Park
B. S. Kim
W. Chung
Mannudeep K. Kalra
Quanzheng Li
43
20
0
26 Sep 2020
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer
  Learning GAN
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN
Sumeet Menon
Joshua Galita
David Chapman
A. Gangopadhyay
Jayalakshmi Mangalagiri
Phuong Nguyen
Y. Yesha
Yelena Yesha
Babak Saboury
Michael Morris
MedIm
48
14
0
26 Sep 2020
CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of
  COVID-19 Using X-Ray Images
CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images
A. Al-Bawi
K. Al-Kaabi
Mohammed Jeryo
A. Al-Fatlawi
32
16
0
21 Sep 2020
Fuzzy Unique Image Transformation: Defense Against Adversarial Attacks
  On Deep COVID-19 Models
Fuzzy Unique Image Transformation: Defense Against Adversarial Attacks On Deep COVID-19 Models
A. Tripathi
Ashish Mishra
AAMLMedIm
50
10
0
08 Sep 2020
A free web service for fast COVID-19 classification of chest X-Ray
  images
A free web service for fast COVID-19 classification of chest X-Ray images
J. D. B. Castro
Ricardo Rei
J. E. Ruiz
Pedro Marco Achanccaray Diaz
S. A. Canchumuni
C. M. Villalobos
Felipe Borges Coelho
L. Mendoza
M. Pacheco
47
0
0
27 Aug 2020
Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using
  X-ray Chest Images
Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images
Saul Calderon-Ramirez
Shengxiang-Yang
Armaghan Moemeni
David Elizondo
Simon Colreavy-Donnelly
Luis Fernando Chavarria-Estrada
Miguel A. Molina-Cabello
89
46
0
19 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel
  Coronavirus (COVID-19)
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19)
Md. Milon Islam
Fakhri Karray
R. Alhajj
Jia Zeng
96
217
0
09 Aug 2020
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic
M. Islam
Toki Tahmid Inan
Suzzana Rafi
Syeda Sabrina Akter
Iqbal H. Sarker
A. Islam
87
11
0
03 Aug 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray
A. Sayyed
Dipayan Saha
Abdul Rakib Hossain
37
8
0
28 Jul 2020
CVR-Net: A deep convolutional neural network for coronavirus recognition
  from chest radiography images
CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images
Md. Kamrul Hasan
Md. Ashraful Alam
M. E. Elahi
Shidhartho Roy
Sifat Redwan Wahid
OOD
67
22
0
21 Jul 2020
Using Deep Convolutional Neural Networks to Diagnose COVID-19 From Chest
  X-Ray Images
Using Deep Convolutional Neural Networks to Diagnose COVID-19 From Chest X-Ray Images
Yifan Zhong
29
17
0
19 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning
  Techniques: A Review
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
170
187
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
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
49
41
0
16 Jul 2020
A Survey on Applications of Artificial Intelligence in Fighting Against
  COVID-19
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19
Jianguo Chen
KenLi Li
Zhaolei Zhang
Keqin Li
Philip S. Yu
79
105
0
04 Jul 2020
COVIDLite: A depth-wise separable deep neural network with white balance
  and CLAHE for detection of COVID-19
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19
Manu Siddhartha
Avik Santra
52
44
0
19 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
Delong Chen
Shunhui Ji
Fan Liu
Zewen Li
Xinyu Zhou
MedIm
96
11
0
09 Jun 2020
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images
Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images
D. Gil
K. Díaz-Chito
C. Sánchez
A. Hernández-Sabaté
33
12
0
28 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to
  COVID-19 Diagnosis: A Review
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
Mahdi Rezaei
Mahsa Shahidi
117
55
0
29 Apr 2020
A Critic Evaluation of Methods for COVID-19 Automatic Detection from
  X-Ray Images
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images
Gianluca Maguolo
L. Nanni
85
202
0
27 Apr 2020
Robust Screening of COVID-19 from Chest X-ray via Discriminative
  Cost-Sensitive Learning
Robust Screening of COVID-19 from Chest X-ray via Discriminative Cost-Sensitive Learning
Tianyang Li
Zhongyi Han
B. Wei
Yuanjie Zheng
Yanfei Hong
Jinyu Cong
OOD
66
61
0
27 Apr 2020
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT
  Images: A Machine Learning-Based Approach
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
77
317
0
22 Apr 2020
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets
Y. Oh
Sangjoon Park
J. C. Ye
70
699
0
13 Apr 2020
Detection of Covid-19 From Chest X-ray Images Using Artificial
  Intelligence: An Early Review
Detection of Covid-19 From Chest X-ray Images Using Artificial Intelligence: An Early Review
Muhammad Ilyas
H. Rehman
A. Naït-Ali
55
72
0
11 Apr 2020
CoroNet: A deep neural network for detection and diagnosis of COVID-19
  from chest x-ray images
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
70
1,084
0
10 Apr 2020
AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough
  Samples via an App
AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App
A. Imran
Iryna Posokhova
Haneya N. Qureshi
Usama Masood
Sajid Riaz
K. Ali
Charles N. John
MD Iftikhar Hussain
Muhammad Nabeel
145
515
0
02 Apr 2020
Can AI help in screening Viral and COVID-19 pneumonia?
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
175
1,356
0
29 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images
  and Deep Convolutional Neural Networks
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks
A. Narin
Ceren Kaya
Ziynet Pamuk
140
1,773
0
24 Mar 2020
Coronavirus (COVID-19) Classification using CT Images by Machine
  Learning Methods
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods
Mücahid Barstuğan
U. Ozkaya
Ş. Öztürk
OOD
112
338
0
20 Mar 2020
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