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Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset
5 April 2020
Lawrence Hall
Rahul Paul
Dmitry Goldgof
Gregory M. Goldgof
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Papers citing
"Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset"
35 / 35 papers shown
An Evaluation of Lightweight Deep Learning Techniques in Medical Imaging for High Precision COVID-19 Diagnostics
Healthcare Analytics (HA), 2022
Ogechukwu Ukwandu
Hanan Hindy
Elochukwu A. Ukwandu
274
31
0
30 May 2023
Performance of GAN-based augmentation for deep learning COVID-19 image classification
Oleksandr Fedoruk
Konrad Klimaszewski
Aleksander Ogonowski
Rafal Mo.zd.zonek
OOD
MedIm
294
19
0
18 Apr 2023
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images
Zeba Ghaffar
Pir Masoom Shah
Hikmat Khan
Syed Farhan Alam Zaidi
Abdullah Gani
I. Khan
M. A. Shah
S. M. Fakhrul Islam
208
8
0
01 Jul 2022
COVID-19 Severity Classification on Chest X-ray Images
Aditi Sagar
Aman Swaraj
Karan Verma
189
1
0
25 May 2022
Interpretation of Chest x-rays affected by bullets using deep transfer learning
Shaheer Khan
Azib Farooq
Israr Khan
Muhammad Gulraiz Khan
Abdul Razzaq
MedIm
190
0
0
25 Mar 2022
The Prominence of Artificial Intelligence in COVID-19
Md Abdullah Al Nasim
Aditi Dhali
Faria Afrin
Noshin Tasnim Zaman
Nazmul Karim
Md. Mahim Anjum Haque
322
13
0
18 Nov 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
247
0
0
25 Sep 2021
A Data Augmented Approach to Transfer Learning for Covid-19 Detection
Shagufta Henna
A. Reji
164
1
0
05 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging
Aishwarza Panday
M. A. Kabir
N. K. Chowdhury
345
9
0
25 Jul 2021
DPN-SENet:A self-attention mechanism neural network for detection and diagnosis of COVID-19 from chest x-ray images
Bo Cheng
Ruhui Xue
Hang Yang
Laili Zhu
Wei Xiang
MedIm
235
3
0
20 May 2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection
Information Fusion (Inf. Fusion), 2021
Moloud Abdar
Soorena Salari
Sina Qahremani
Fellow Ieee Hak-Keung Lam
Fakhri Karray
Ieee Sadiq Hussain Fellow
Senior Member Ieee Abbas Khosravi
S. M. I. U. Rajendra Acharya
V. Makarenkov
Australia. S. Nahavandi
OOD
427
92
0
18 May 2021
Explainability Guided Multi-Site COVID-19 CT Classification
Ameen Ali
Tal Shaharabany
Lior Wolf
206
4
0
25 Mar 2021
Machine learning on small size samples: A synthetic knowledge synthesis
Science in progress (SP), 2021
P. Kokol
Marko Kokol
S. Zagoranski
224
219
0
01 Mar 2021
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images
Biomedical Signal Processing and Control (BSPC), 2021
Danial Sharifrazi
R. Alizadehsani
M. Roshanzamir
Javad Hassannataj Joloudari
A. Shoeibi
...
S. Nahavandi
M. Panahiazar
A. Zare
Sheikh Mohammed Shariful Islam
U. Acharya
220
151
0
13 Feb 2021
Classification of COVID-19 X-ray Images Using a Combination of Deep and Handcrafted Features
Weihan Zhang
Bryan Pogorelsky
M. Loveland
T. Wolf
245
13
0
19 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
190
4
0
08 Jan 2021
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
311
2
0
28 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review
Soft Computing - A Fusion of Foundations, Methodologies and Applications (Soft Comput.), 2020
Walid Hariri
A. Narin
438
36
0
10 Dec 2020
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
252
29
0
01 Nov 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review
Computers in Biology and Medicine (Comput Biol Med), 2020
Shahabedin Nabavi
Azar Ejmalian
M. Moghaddam
A. A. Abin
Alejandro F. Frangi
M. Mohammadi
H. S. Rad
243
36
0
01 Oct 2020
Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds
Piyush Bagad
Aman Dalmia
Jigar Doshi
Arsha Nagrani
Parag Bhamare
A. Mahale
S. Rane
N. Agarwal
R. Panicker
385
114
0
17 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification
IEEE journal of biomedical and health informatics (JBHI), 2020
Zhao Wang
Quande Liu
Qi Dou
OOD
269
179
0
15 Sep 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray
A. Sayyed
Dipayan Saha
Abdul Rakib Hossain
234
8
0
28 Jul 2020
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
206
22
0
21 Jul 2020
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks
Shayan Hassantabar
Novati Stefano
Vishweshwar Ghanakota
A. Ferrari
G. Nicola
R. Bruno
I. Marino
Kenza Hamidouche
N. Jha
356
81
0
20 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review
Neurocomputing (Neurocomputing), 2020
A. Shoeibi
Marjane Khodatars
M. Jafari
Navid Ghassemi
Delaram Sadeghi
...
Z. Sani
F. Khozeimeh
S. Nahavandi
U. Acharya
Juan M Gorriz
793
193
0
16 Jul 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
Delong Chen
Shunhui Ji
Fan Liu
Zewen Li
Xinyu Zhou
MedIm
383
11
0
09 Jun 2020
Advance Warning Methodologies for COVID-19 using Chest X-Ray Images
Mete Ahishali
A. Degerli
Mehmet Yamaç
S. Kiranyaz
M. Chowdhury
Khalid Hameed
Tahir Hamid
Rashid Mazhar
Moncef Gabbouj
OOD
424
21
0
07 Jun 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
203
107
0
08 May 2020
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images
Information Fusion (Inf. Fusion), 2020
Gianluca Maguolo
L. Nanni
416
207
0
27 Apr 2020
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
302
63
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
601
158
0
25 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
423
197
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
195
322
0
22 Apr 2020
Can AI help in screening Viral and COVID-19 pneumonia?
IEEE Access (IEEE Access), 2020
M. Chowdhury
Tawsifur Rahman
Amith Khandakar
Rashid Mazhar
M. A. Kadir
...
Muhammad Salman Khan
A. Iqbal
N. Al-Emadi
M. Reaz
T. I. Islam
472
1,528
0
29 Mar 2020
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