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 40 23 0 10 Nov 2022
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis Mohammadreza Amirian Javier A. Montoya-Zegarra Jonathan Gruss Yves D. Stebler A. S. Bozkir M. Calandri Friedhelm Schwenker Thilo Stadelmann MedIm 35 3 0 19 Aug 2022
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 32 8 0 15 Jun 2021
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 18 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 21 34 0 01 Oct 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 24 162 0 15 Sep 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 Dorin Comaniciu 18 6 0 13 Aug 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients Sofie Tilborghs Ine Dirks Lucas Fidon S. Willems Tom Eelbode ... D. Robben D. Smeets F. Maes Jef Vandemeulebroucke P. Suetens OOD 40 28 0 29 Jul 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 51 178 0 16 Jul 2020
Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study Joseph Bae S. Kapse Gagandeep Singh Rishabh Gattu S. Ali ... T. Phatak Amit Gupta Jeremy Green N. Madan Prateek Prasanna 14 0 0 15 Jul 2020
Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients Keegan Lensink I. Laradji M. Law P. Barbano S. Nicolaou William Parker E. Haber 30 3 0 07 Jul 2020
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort E. M. Mortani Barbosa Bogdan Georgescu S. Chaganti G. Alemañ Jordi Broncano Cabrero ... P. Sanelli A. Sauter Y. Yoo Valentin Ziebandt Dorin Comaniciu 31 31 0 09 Jun 2020
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification M. Goncharov Maxim Pisov A. Shevtsov B. Shirokikh Anvar Kurmukov ... V. Chernina A. Solovev V. Gombolevskiy S. Morozov Mikhail Belyaev OOD 14 74 0 02 Jun 2020
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan Xiaofeng Zhu Bin Song F. Shi Yanbo Chen Rongyao Hu ... Man Li Liye Wang Yaozong Gao F. Shan Dinggang Shen 36 62 0 07 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re Dorin Comaniciu 46 18 0 05 May 2020
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu ... Jian He Zhiqiang He Yuntao Zhu Ziwei Nie Xiaoping Yang 39 206 0 27 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 13 963 0 22 Apr 2020
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia G. Chassagnon Maria Vakalopoulou Enzo Battistella Stergios Christodoulidis Trieu-Nghi Hoang-Thi ... P. Brillet Stephane Tran Ba V. Bousson M. Revel Nikos Paragios 11 33 0 20 Apr 2020
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Aryan Mobiny P. Cicalese Samira Zare Pengyu Yuan Mohammadsajad Abavisani Carol C. Wu J. Ahuja P. D. Groot H. Nguyen MedIm 43 96 0 16 Apr 2020