A novel deep learning-based method for COVID-19 pneumonia detection from CT imagesArticle Published on 2022-11-022022-11-15 Journal: BMC Medical Informatics and Decision Making [Category] SARS, 치료기술, [키워드] Accuracy artificial artificial intelligence assist auxiliary Chest CT community acquired community acquired pneumonia COVID-19 COVID-19 patient COVID-19 patients CT image dataset deep deep learning deep learning-based method dependent on develop diagnose diagnosing diagnosis of COVID-19 diagnostic patients performed Pneumonia radiologist Radiologists recognize RT-PCR sensitivity significantly study population training dataset [DOI] 10.1186/s12911-022-02022-1 PMC 바로가기
COVID-19 detection in CT and CXR images using deep learning models딥 러닝 모델을 사용하여 CT 및 CXR 이미지에서 COVID-19 감지Article Published on 2022-02-012022-09-11 Journal: Biogerontology [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Affect average can be used Care caused chest CT scan Chest CT scans chest X-ray Classifier comprehensive evaluation Computed tomography Corona coronavirus disease Coronavirus disease 2019 coronavirus SARS-CoV-2 COVID-19 COVID-19 cases COVID-19 positive patient creating CT image CT scan CXR dataset deep deep learning detect Diagnosis disease Diseases Early detection effective Emerging infectious disease ENhance example experiment Health Health care Health care system high accuracy highest identify include Infectious disease Infectious diseases Medical imaging methodology outperform overfitting pandemic positive COVID-19 positive patients Precision recall RT-PCR testing Stress the disease training dataset transfer Virus Disease Wuhan Wuhan, China X-ray [DOI] 10.1007/s10522-021-09946-7 PMC 바로가기 [Article Type] Article
Accurately Discriminating COVID-19 from Viral and Bacterial Pneumonia According to CT Images Via Deep LearningComparative Study Published on 2021-06-012023-06-19 Journal: Interdisciplinary sciences, computational life sci [Category] MERS, [키워드] CT image Deep learning network diagnosis of COVID-19 Pneumonia classifying. [DOI] 10.1007/s12539-021-00420-z PMC 바로가기 [Article Type] Comparative Study
Deep learning for diagnosis of COVID-19 using 3D CT scans3D CT 스캔을 이용한 코로나19 진단을 위한 딥러닝Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] Coronavirus, SARS, 치료기술, [키워드] approach artificial intelligence assist AUC value caused Convolutional neural networks coronavirus COVID-19 COVID-19 infection CT image CT scan CT scans death deep deep learning diagnose diagnosing diagnosis of COVID-19 fusion Fusion. hospitals Isolating lung Lungs predict provide radiologist Radiologists Spread virus Volume Wuhan Wuhan, China [DOI] 10.1016/j.compbiomed.2021.104306 PMC 바로가기 [Article Type] Article
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentationArticle Published on 2021-04-012023-06-19 Journal: Computer methods and programs in biomedicine [Category] MERS, SARS, [키워드] COVID-19 CT image Segmentation transfer learning [DOI] 10.1016/j.cmpb.2021.106004 PMC 바로가기
Dual-branch combination network (DCN): Towards accurate diagnosis and lesion segmentation of COVID-19 using CT imagesComparative Study Published on 2021-01-012023-06-19 Journal: Medical image analysis [Category] MERS, SARS, [키워드] Attention Combined segmentation and classification. COVID-19 CT image [DOI] 10.1016/j.media.2020.101836 PMC 바로가기 [Article Type] Comparative Study
The unsynchronized changes of CT image and nucleic acid detection in COVID-19: reports the two cases from Gansu, ChinaLetter to the Editor Published on 2020-04-222022-10-28 Journal: Respiratory Research [Category] COVID-19, SARS, [키워드] acute respiratory syndrome Antiviral treatment caused change China contributed coronavirus COVID-19 COVID-19 case criterion CT image expression Gansu IMPROVE interval novel coronavirus disease Nucleic acid detection nucleic acid test outbreak Patient Pneumonia positive recognize repeated SARS-CoV-2 SARS-CoV-2 nucleic acid the disease Treatment Wuhan, China [DOI] 10.1186/s12931-020-01363-7 PMC 바로가기 [Article Type] Letter to the Editor
Analysis of clinical features and pulmonary CT features of coronavirus disease 2019 (COVID-19) patients with diabetes mellitusArticle Published on 2020-01-012023-07-05 Journal: Endokrynologia Polska [Category] SARS, [키워드] COVID-19 CT image detoxification time diabetes [DOI] 10.5603/EP.a2020.0055