Lung Infection Quantification of COVID-19 in CT Images with Deep Learning

10 March 2020

Papers citing "Lung Infection Quantification of COVID-19 in CT Images with Deep Learning"

50 / 97 papers shown

Title
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 36 6 0 02 May 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 32 2 0 13 Jan 2024
MEDNC: Multi-ensemble deep neural network for COVID-19 diagnosis L. Yang Shuihua Wang Yudong Zhang 24 0 0 25 Apr 2023
$M$^{2}$SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation$ M $^{2}$ SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Xiaoqi Zhao Hongpeng Jia Youwei Pang Long Lv Feng Tian Lihe Zhang Weiwei Sun Huchuan Lu 122 16 0 20 Mar 2023
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI Juexiao Zhou Longxi Zhou Di Wang Xiaopeng Xu Haoyang Li Yuetan Chu Wenkai Han Xin Gao 17 20 0 20 Feb 2023
COVID-19 Infection Analysis Framework using Novel Boosted CNNs and Radiological Images Dr. Saddam Hussain Khan 23 15 0 06 Feb 2023
MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images Shuihua Wang A. M. Abdelaty K. Parke J. Arnold G. Mccann Ivan Y. Tyukin 17 5 0 28 Dec 2022
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang X. Zhang Rui Feng 22 4 0 26 Nov 2022
COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs Dr. Saddam Hussain Khan 11 37 0 22 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 32 11 0 21 Sep 2022
Boundary Guided Semantic Learning for Real-time COVID-19 Lung Infection Segmentation System Runmin Cong Yumo Zhang Ning Yang Haisheng Li Xueqi Zhang Ruochen Li Zewen Chen Yao-Min Zhao Sam Kwong 52 39 0 07 Sep 2022
A review of Deep learning Techniques for COVID-19 identification on Chest CT images S. BrisklineKiruba A. Petchiammal D. Murugan 22 1 0 29 Jul 2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images Runmin Cong Hao Yang Qiuping Jiang Wei Gao Haisheng Li C. Wang Yao-Min Zhao Sam Kwong 27 35 0 17 Jul 2022
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 22 3 0 01 Jul 2022
On Calibrated Model Uncertainty in Deep Learning Biraja Ghoshal A. Tucker UQCV MedIm 25 10 0 15 Jun 2022
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image Lucy Nwosu Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 32 3 0 27 May 2022
Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency Stanislav Shimovolos Andrey Shushko Mikhail Belyaev B. Shirokikh OOD 11 1 0 28 Mar 2022
COVID-19 Detection Using CT Image Based On YOLOv5 Network R. Qu Yi Yang Yuwei Wang 17 16 0 24 Jan 2022
Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT Mengqiu Liu Ying Liu Yidong Yang Aiping Liu Shana Li ... Xiaohui Qiu Yang Li Weifu Lv Peng-Zhen Zhang J. Wen 13 1 0 11 Dec 2021
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 26 33 0 09 Dec 2021
AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients Sabeerali K.P Saleena T.S P. Dr.MuhamedIlyas Neha Mohan 23 1 0 29 Oct 2021
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 25 179 0 28 Jun 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li Zhihao Jin Xuechen Li Linlin Shen SSL MedIm 15 1 0 23 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 24 8 0 15 Jun 2021
CoviLearn: A Machine Learning Integrated Smart X-Ray Device in Healthcare Cyber-Physical System for Automatic Initial Screening of COVID-19 Debanjan Das Sagnik Ghosal Deewanshu Ukey Gourav Chowdhary S. Mohanty 19 13 0 09 Jun 2021
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 13 6 0 20 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 19 12 0 05 Apr 2021
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network Jayalakshmi Mangalagiri David Chapman A. Gangopadhyay Y. Yesha Joshua Galita Sumeet Menon Yelena Yesha Babak Saboury Michael Morris Phuong Nguyen 3DPC MedIm 13 6 0 02 Apr 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 44 23 0 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 22 5 0 28 Dec 2020
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 24 31 0 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 21 3 0 25 Nov 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan Dong Yang Ziyue Xu Wenqi Li Andriy Myronenko H. Roth ... Hitoshi Mori K. Tamura P. An B. Wood Daguang Xu OOD FedML 21 26 0 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 ... P. Meunier S. Gryspeerdt K. Smet B. Jansen Jef Vandemeulebroucke 21 8 0 23 Nov 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 19 159 0 09 Nov 2020
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19 P. Vidal J. D. Moura Jorge Novo M. Ortega OOD 11 60 0 30 Oct 2020
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Zhanwei Xu Yukun Cao Cheng Jin Guozhu Shao Xiaoqing Liu Jie Zhou Heshui Shi Jianjiang Feng MedIm 30 25 0 19 Oct 2020
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian H. Fu Weiya Shi Tao Chen Yanwei Fu F. Shan Xiangyang Xue 33 51 0 07 Oct 2020
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 13 19 0 01 Oct 2020
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
An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images D. M. Nguyen Duy M. Nguyen Huong Vu Binh T. Nguyen Fabrizio Nunnari Daniel Sonntag 17 1 0 23 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 15 114 0 21 Sep 2020
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks Dr. Saddam Hussain Khan A. Sohail Asifullah Khan Yeon Soo Lee 25 26 0 16 Sep 2020
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis Jannis Born Nina Wiedemann G. Brändle Charlotte Buhre Bastian Alexander Rieck Karsten M. Borgwardt 34 45 0 13 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 21 61 0 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 22 17 0 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 11 8 0 21 Aug 2020
Tackling COVID-19 through Responsible AI Innovation: Five Steps in the Right Direction David Leslie 21 67 0 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 Valentin Ziebandt Steffen Kappler D. Comaniciu 11 6 0 13 Aug 2020