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DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray
  Images

DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images

9 April 2020
Md. Rezaul Karim
Till Dohmen
Dietrich-Rebholz Schuhmann
Stefan Decker
Michael Cochez
Oya Beyan
ArXivPDFHTML

Papers citing "DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images"

14 / 14 papers shown
Title
COVID-19 Classification Using Deep Learning Two-Stage Approach
COVID-19 Classification Using Deep Learning Two-Stage Approach
Mostapha Alsaidi
Ali Salem Altaher
M. T. Jan
Ahmed Altaher
Zahra Salekshahrezaee
22
2
0
28 Nov 2022
Exploring How Anomalous Model Input and Output Alerts Affect
  Decision-Making in Healthcare
Exploring How Anomalous Model Input and Output Alerts Affect Decision-Making in Healthcare
Marissa Radensky
Dustin Burson
Rajya Bhaiya
Daniel S. Weld
19
0
0
27 Apr 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray
  Images using Convolutional Neural Networks
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks
Aditya Saxena
Shamsheer Pal Singh
17
14
0
24 Jan 2022
Randomly Initialized Convolutional Neural Network for the Recognition of
  COVID-19 using X-ray Images
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images
Safa Ben Atitallah
Maha Driss
W. Boulila
Henda Ben Ghézala
30
42
0
17 May 2021
Explaining COVID-19 and Thoracic Pathology Model Predictions by
  Identifying Informative Input Features
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features
Ashkan Khakzar
Yang Zhang
W. Mansour
Yuezhi Cai
Yawei Li
Yucheng Zhang
Seong Tae Kim
Nassir Navab
FAtt
44
17
0
01 Apr 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
13
3
0
08 Jan 2021
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
16
34
0
01 Oct 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19
  in chest X-ray images
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
13
114
0
21 Sep 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray
  Images
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images
Aakarsh Malhotra
S. Mittal
P. Majumdar
S. Chhabra
K. Thakral
Mayank Vatsa
Richa Singh
S. Chaudhury
Ashwin Pudrod
A. Agrawal
15
60
0
03 Aug 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray
  dataset
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
11
37
0
08 Jun 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
19
200
0
27 Apr 2020
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia
  Cases at the Era of COVID-19
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
25
171
0
05 Apr 2020
Mapping the Landscape of Artificial Intelligence Applications against
  COVID-19
Mapping the Landscape of Artificial Intelligence Applications against COVID-19
Joseph Aylett-Bullock
A. Luccioni
K. H. Pham
C. Lam
M. Luengo-Oroz
AI4CE
31
406
0
25 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie
Ross B. Girshick
Piotr Dollár
Z. Tu
Kaiming He
297
10,216
0
16 Nov 2016
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