A joint segmentation and classification framework for COVID‐19 infection segmentation and detection from chest CT images
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22862
Abstract: In COVID19 management, CT images are used as noninvasive diagnostic tools for screening and disease monitoring. Segmentation of infections provides valuable visual interpretations in the process of prognosis and decision making. Segmentation of COVID19 infection… read more here.
Keywords: segmentation classification; infection; segmentation; chest images ... See more keywords
Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients
Sign Up to like & getrecommendations! Published in 2021 at "Computers in Biology and Medicine"
DOI: 10.1016/j.compbiomed.2021.104304
Abstract: Objective To develop prognostic models for survival (alive or deceased status) prediction of COVID-19 patients using clinical data (demographics and history, laboratory tests, visual scoring by radiologists) and lung/lesion radiomic features extracted from chest CT… read more here.
Keywords: using clinical; covid patients; radiomic features; value ... See more keywords
Deep Transfer Learning for COVID-19 Detection and Lesion Recognition Using Chest CT Images
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/4509394
Abstract: Starting from December 2019, the global pandemic of coronavirus disease 2019 (COVID-19) is continuously expanding and has caused several millions of deaths worldwide. Fast and accurate diagnostic methods for COVID-19 detection play a vital role… read more here.
Keywords: learning; covid; chest images; using chest ... See more keywords
Detection of COVID-19 Case from Chest CT Images Using Deformable Deep Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Healthcare Engineering"
DOI: 10.1155/2023/4301745
Abstract: The infectious coronavirus disease (COVID-19) has become a great threat to global human health. Timely and rapid detection of COVID-19 cases is very crucial to control its spreading through isolation measures as well as for… read more here.
Keywords: detection covid; detection; chest images; deformable deep ... See more keywords
Deep Ensemble Learning-Based Models for Diagnosis of COVID-19 from Chest CT Images
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10010166
Abstract: Novel coronavirus (COVID-19) has been endangering human health and life since 2019. The timely quarantine, diagnosis, and treatment of infected people are the most necessary and important work. The most widely used method of detecting… read more here.
Keywords: chest images; diagnosis; ensemble learning; deep ensemble ... See more keywords