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2003.04655
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Lung Infection Quantification of COVID-19 in CT Images with Deep Learning
10 March 2020
F. Shan
Yaozong Gao
Jun Wang
Weiya Shi
N. Shi
Miaofei Han
Zhong Xue
Dinggang Shen
Yuxin Shi
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Papers citing
"Lung Infection Quantification of COVID-19 in CT Images with Deep Learning"
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Ivan Y. Tyukin
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28 Dec 2022
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Rui Feng
239
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26 Nov 2022
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363
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22 Sep 2022
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361
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21 Sep 2022
Boundary Guided Semantic Learning for Real-time COVID-19 Lung Infection Segmentation System
IEEE transactions on consumer electronics (IEEE TCE), 2022
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BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images
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Hao Yang
Qiuping Jiang
Wei Gao
Haisheng Li
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Yao-Min Zhao
Sam Kwong
197
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17 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images
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M. A. Shah
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214
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Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image
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359
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Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency
Journal of Imaging (JI), 2022
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Andrey Shushko
Mikhail Belyaev
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224
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28 Mar 2022
COVID-19 Detection Using CT Image Based On YOLOv5 Network
R. Qu
Yi Yang
Yuwei Wang
253
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Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT
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Yuan Gao
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Minhao Wang
E. Fang
Wade Menpes-Smith
Jun Xia
Guang Yang
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265
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AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients
Sabeerali K.P
Saleena T.S
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174
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29 Oct 2021
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey
IEEE Access (IEEE Access), 2020
Dinh C. Nguyen
Ming Ding
P. Pathirana
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203
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28 Jun 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis
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Zhihao Jin
Xuechen Li
Linlin Shen
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221
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23 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis
Dwarikanath Mahapatra
Ankur Singh
234
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15 Jun 2021
CoviLearn: A Machine Learning Integrated Smart X-Ray Device in Healthcare Cyber-Physical System for Automatic Initial Screening of COVID-19
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Debanjan Das
Sagnik Ghosal
Deewanshu Ukey
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Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring
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Subrata Chakraborty
B. Pradhan
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212
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20 Apr 2021
Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients
Faeze Gholamiankhah
S. Mostafapour
N. Goushbolagh
Seyedjafar Shojaerazavi
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H. Arabi
333
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05 Apr 2021
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network
Jayalakshmi Mangalagiri
David Chapman
A. Gangopadhyay
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02 Apr 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet
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Lucy Nwuso
Xiangfang Li
Lijun Qian
Seungchan Kim
Xishuang Dong
279
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27 Feb 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation
IEEE journal of biomedical and health informatics (JBHI), 2020
Yichi Zhang
Qingcheng Liao
Lin Yuan
He Zhu
Jiezhen Xing
Jicong Zhang
550
31
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31 Dec 2020
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
233
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0
28 Dec 2020
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images
Neural Processing Letters (NPL), 2020
Narinder Singh Punn
Sonali Agarwal
606
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13 Dec 2020
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review
Parsa Sarosh
S. A. Parah
Romany F Mansur
G. M. Bhat
268
3
0
25 Nov 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan
Medical Image Analysis (MedIA), 2020
Dong Yang
Ziyue Xu
Wenqi Li
Andriy Myronenko
H. Roth
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Hitoshi Mori
K. Tamura
P. An
Bradford J. Wood
Daguang Xu
OOD
FedML
333
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23 Nov 2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging
Abel Díaz Berenguer
Hichem Sahli
Boris Joukovsky
Maryna Kvasnytsia
Ine Dirks
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P. Meunier
S. Gryspeerdt
K. Smet
B. Jansen
Jef Vandemeulebroucke
363
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Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
H. Alshazly
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Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19
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Yukun Cao
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Guozhu Shao
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19 Oct 2020
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Huazhu Fu
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Tao Chen
Yanwei Fu
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Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT
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O. Alirr
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262
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Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review
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Alejandro F. Frangi
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250
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Duy M. Nguyen
Huong Vu
Binh T. Nguyen
Fabrizio Nunnari
Daniel Sonntag
409
1
0
23 Sep 2020
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Italian National Conference on Sensors (INS), 2020
Lucas O. Teixeira
R. M. Pereira
Diego Bertolini
Luiz Eduardo Soares de Oliveira
L. Nanni
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Yandre M. G. Costa
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128
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Dr. Saddam Hussain Khan
A. Sohail
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Yeon Soo Lee
254
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16 Sep 2020
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Jannis Born
Nina Wiedemann
G. Brändle
Charlotte Buhre
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Karsten Borgwardt
216
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13 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks
IEEE Access (IEEE Access), 2020
Faizan Munawar
Shoaib Azmat
Talha Iqbal
C. Grönlund
Hazrat Ali
GAN
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258
67
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12 Sep 2020
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans
Paschalis A. Bizopoulos
N. Vretos
P. Daras
794
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10 Sep 2020
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans
Muhammad Aleem
R. Raj
Arshad Khan
210
11
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363
73
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15 Aug 2020
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth
E. Barbosa
W. Gefter
Rochelle Yang
Florin-Cristian Ghesu
Siqi Liu
...
A. Balachandran
S. Vogt
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Steffen Kappler
Dorin Comaniciu
293
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13 Aug 2020
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