A hybrid random forest deep learning classifier empowered edge cloud architecture for COVID-19 and pneumonia detectionResearch article Published on 2022-12-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Affect Algorithm Classifier cloud computing complex computation conducted COVID-19 COVID19 CT scan dataset datasets deep deep learning detect diagnose effective Efficiency evaluate False positives forest global pandemic Healthcare industry heat Heat Transfer Search algorithm identify immunization inefficient Interaction less lung CT scan methodology offer outcomes overcome Patient Pneumonia predict PROTECT random Random forest resource Support the patient virus Web services X-ray [DOI] 10.1016/j.eswa.2022.118227 [Article Type] Research article
ADA-COVID: Adversarial Deep Domain Adaptation-Based Diagnosis of COVID-19 from Lung CT Scans Using Triplet EmbeddingsResearch Article Published on 2022-02-082022-10-31 Journal: Computational Intelligence and Neuroscience [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] Accuracy Affect Algorithms approach COVID-19 COVID-19 diagnosis dataset deep diagnose diagnosing diagnosis of COVID-19 domain early stages embedding evaluated F 1 score Generalizability generate implementation improvement infected cases inherent lung CT scan Precision Rapid recall receive reducing reliability Research similarity tested Triplet [DOI] 10.1155/2022/2564022 PMC 바로가기 [Article Type] Research Article
Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans흉부 CT 스캔에서 COVID-19 검출을 위한 전이 학습 기반 새로운 앙상블 분류기Article Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute respiratory syndrome coronavirus Affect affecting aggregate animals approach chest CT-scan Classifier Computerized tomography Computerized tomography (CT) Conducting coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection deep learning disease Ensemble classifier experiment Final fine-tune globe Human individual Infection lung CT scan organ pandemic Pre-trained models Rapid test respiratory Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Spread strength tomography trained model transfer learning virus [DOI] 10.1016/j.compbiomed.2021.105127 PMC 바로가기 [Article Type] Article
Development of computer-aided model to differentiate COVID-19 from pulmonary edema in lung CT scan: EDECOVID-net폐 CT 스캔에서 코로나19와 폐부종을 구별하는 컴퓨터 지원 모델 개발: EDECOVID-netArticle Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy acetazolamide addition Administered Algorithm automatically benefit breathing carbon dioxide Computer-aided detection system (CADs) Consequences COVID-19 COVID-19 patient COVID-19 patients COVID-19 symptom COVID-19 symptoms CT images detection system development diagnosing early stages edema effort Features Hypotension knowledge Lung CT lung CT scan Lung CT scans machine machine learning matching mathematical Patient Perfusion Prevent pulmonary Pulmonary edema risk spread of COVID-19 systemic hypotension systemically the patient Transport treat Ventilation with COVID-19 Work of breathing worsening [DOI] 10.1016/j.compbiomed.2021.105172 PMC 바로가기 [Article Type] Article
Domain-Adaptive Artificial Intelligence-Based Model for Personalized Diagnosis of Trivial Lesions Related to COVID-19 in Chest Computed Tomography ScansArticle Published on 2021-10-072022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] artificial artificial intelligence AUC average CAD Computed tomography computed tomography scan computer-aided diagnosis consolidation COVID-19 COVID-19 infection segmentation CT scans DAL-Net datasets Deep Learning Method Diagnosis diagnostic effective evaluate exhibit ground-glass opacity Health lesion linear lung lung CT scan Lung disease memory Model outperform patients preventive measure professional regions robust time-consuming Treatment [DOI] 10.3390/jpm11101008 PMC 바로가기 [Article Type] Article
Transfer learning-based approach for detecting COVID-19 ailment in lung CT scanResearch article Published on 2021-08-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Accuracy applied approach carried COVID-19 CT scan dataset deep learning Efficiency ENhance identify lung lung CT scan Mobilenet pandemic positive Precision provided recall Research Taking transfer learning Visual [DOI] 10.1016/j.compbiomed.2021.104575 [Article Type] Research article
Cell therapy in patients with COVID-19 using Wharton’s jelly mesenchymal stem cells: a phase 1 clinical trialWharton 's Jelly Mesenchymal 줄기 세포를 사용한 Covid-19 환자의 세포 요법 : 1 상 임상 시험Clinical Trial Published on 2021-07-162022-08-13 Journal: Stem Cell Research & Therapy [Category] SARS, 임상, [키워드] addition antibody antibody tests base biochemical tests both lungs caused CD4 CD8 Cell Cell therapy clinical trial COVID-19 antibody test COVID-19 antibody tests cytokine Cytokine storm Cytokine storms Cytokines Cytometry Efficacy enzyme tests FIVE flow cytometry headache IFN-γ IgG antibodies IgM and IgG IL-10 IL-6 immune system indicated Inflammation inflammation test inflammation tests Inflammatory cytokines inflammatory phase inhibit injecting intravenous injection Intravenous injection lung lung CT scan medication mesenchymal stem cell Mesenchymal stem cells modulate mortality rates MSCs myocardial enzyme tests New Patient patients patients with COVID-19 patients with COVID19 performed reduce mortality rate reduction in resolved respond Result Routine hematology tests routine tests SARS-CoV-2 SDF-1 serious complication severe COVID-19 stem cell subject supplementary material test results TGF-β therapy TNFα total score treated Treatment VEGF was done was performed were measured Wharton’s jelly Wharton’s jelly-derived mesenchymal stem cells Wharton’s jelly-derived MSC WJ-MSC zonal involvement [DOI] 10.1186/s13287-021-02483-7 PMC 바로가기 [Article Type] Clinical Trial
Lymphopenia and lung complications in patients with coronavirus disease‐2019 (COVID‐19): A retrospective study based on clinical dataResearch Article Published on 2021-05-132022-10-04 Journal: Journal of medical virology [Category] SARS, 바이오마커, [키워드] 95% confidence interval association average blood lymphocyte C‐reactive protein chest CT scan Clinical data collected Complication Computed tomography coronavirus COVID‐19 COVID‐19 patient COVID‐19 CRP CT scan death disease severity erythrocyte sedimentation rate ESR feature global pandemic hospital Hospitalized indicated Laboratory less lung lung CT scan lung involvement lymphopenia median age Mortality mortality rate Novel coronavirus Odds ratio outbreak outcome Patient patient mortality pulmonary involvement Retrospective study risk serological survey significantly significantly higher the patient [DOI] 10.1002/jmv.27060 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] COVID-19, MERS, SARS, [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article