COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution

23 April 2020

Qingsen Yan

Papers citing "COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution"

22 / 22 papers shown

Title
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu Huazhu Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 43 23 0 10 Nov 2022
COVID-19 Detection using Transfer Learning with Convolutional Neural Network Pramit Dutta T. Roy Nafisa Anjum 16 17 0 17 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 34 66 0 03 Jun 2022
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty M. Oda Tong Zheng Y. Hayashi Y. Otake M. Hashimoto T. Akashi S. Aoki K. Mori 31 1 0 09 Jan 2022
Lung infection and normal region segmentation from CT volumes of COVID-19 cases M. Oda Y. Hayashi Y. Otake M. Hashimoto T. Akashi K. Mori 24 9 0 09 Jan 2022
Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data Parham Yazdekhasty Ali Zindari Zahra Nabizadeh-ShahreBabak P. Khadivi N. Karimi S. Samavi 24 2 0 19 Aug 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
COVID-19 Lung Lesion Segmentation Using a Sparsely Supervised Mask R-CNN on Chest X-rays Automatically Computed from Volumetric CTs V. Ramesh Blaine Rister D. Rubin 22 5 0 17 May 2021
COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images Hossein Aboutalebi Saad Abbasi M. Shafiee Alexander Wong 27 6 0 04 May 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 31 12 0 05 Apr 2021
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 37 31 0 13 Dec 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 33 1,046 0 02 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 24 60 0 30 Oct 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 26 114 0 21 Sep 2020
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 55 178 0 16 Jul 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 40 19 0 07 Jul 2020
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Dominik Muller Iñaki Soto Rey Frank Kramer 33 70 0 24 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 32 21 0 23 Jun 2020
Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set Wei Wu Yu Shi Xukun Li Yukun Zhou Peng Du Shuangzhi Lv T. Liang J. Sheng 45 6 0 09 Jun 2020
Intra-model Variability in COVID-19 Classification Using Chest X-ray Images Brian D. Goodwin Corey Jaskolski Can Zhong Herick Asmani OOD 42 28 0 30 Apr 2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images Zhenyu Tang Wei Zhao Xingzhi Xie Zheng Zhong F. Shi Jun Liu Dinggang Shen 33 171 0 26 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue Dinggang Shen Yuxin Shi 113 574 0 10 Mar 2020