The Serological Sciences Network (SeroNet) for COVID-19: Depth and Breadth of Serology Assays and Plans for Assay HarmonizationArticle Published on 2022-08-312022-11-15 Journal: mSphere [Category] COVID19(2023년), SARS, 진단, [키워드] acute respiratory syndrome addition Analysis anti-SARS-CoV-2 assay harmonization assays calibration center coordinating coronavirus COVID-19 Depth develop ELISA enzyme-linked immunosorbent facilitate Frederick harmonization immune response Immunoglobulin IMPROVE International Interpretation multiplex National Cancer Institute network Neutralization assay Performance metrics plan protocol reported Research SARS-CoV-2 Science serological Serological assay Serological testing serology SeroNet standard reference standardized protocol supported Vaccines WHO [DOI] 10.1128/msphere.00193-22 PMC 바로가기
Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation보이지 않는 딥 러닝 인공 지능 패러다임을 사용하여 다양한 유리 바닥 불투명도를 사용한 COVID-19 폐 컴퓨터 단층 촬영 분할에 대한 다기관 연구: COVLIAS 1.0 검증Multicenter Study Published on 2022-08-212022-09-12 Journal: Journal of medical systems [Category] 진단, [키워드] adjusted And AI annotations artificial automated automatically blinded clinical manifestations collected conducted consolidations COVID-19 CRO deep deep learning demonstrated GGO glass Glass ground opacities HDL Hounsfield units hybrid Hybrid deep learning hypotheses intelligence Italian learning lesion lung Lung CT multicenter multicenter study opacity Patient Performance metrics predict radiologist Regulatory Segmentation Solo deep learning. unit validation web-based system were used [DOI] 10.1007/s10916-022-01850-y PMC 바로가기 [Article Type] Multicenter Study
A Novel Deep Learning and Ensemble Learning Mechanism for Delta-Type COVID-19 Detection델타형 COVID-19 탐지를 위한 새로운 딥 러닝 및 앙상블 학습 메커니즘Article Published on 2022-07-082022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, 치료제, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus AI Analysis applicability assumed AUC bottleneck chest X-ray Community Confusion confusion matrix coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection deep deep learning defined Delta-type COVID-19 detection diagnosing Diagnosis disease domain dry cough Dyspnea Ensemble learning ensemble learning technique f-score fatigue Features Fever hybrid deep learning. learning morbidity mortalities Mortality Non-invasive novel Novel coronavirus novel coronavirus disease ocular Other Patient Performance metrics Practitioner practitioners Precision presenting Radiographic radiologist recorded Research response SARS-CoV-2 Support support vector machine SVM Variation VGG16 virus X-ray [DOI] 10.3389/fpubh.2022.875971 PMC 바로가기 [Article Type] Article
IoT-Enabled Framework for Early Detection and Prediction of COVID-19 Suspects by Leveraging Machine Learning in Cloud클라우드에서 기계 학습을 활용하여 COVID-19 의심의 조기 탐지 및 예측을 위한 IoT 지원 프레임워크Article Published on 2022-04-122022-09-11 Journal: Journal of Healthcare Engineering [Category] 치료기술, [키워드] Accuracy advancement Algorithm Algorithms calculated cloud collected conducted COVID-19 COVID-19 virus Data collection dataset Decision tree detect detection diagnostic early stages effective Efficiency experiment FIVE framework globe health parameter health parameters Healthcare system Healthcare systems Internet Logistic regression machine learning naïve Naïve Bayes outbreak Performance metrics Precision prediction reactive real time recall root searched selected shown Support SVM symptomatic Symptoms the disease virus [DOI] 10.1155/2022/7713939 PMC 바로가기 [Article Type] Article
Clinical and analytical evaluation of the Abbott AdviseDx quantitative SARS-CoV-2 IgG assay and comparison with two other serological testsAbbott AdviseDx 정량적 SARS-CoV-2 IgG 분석의 임상 및 분석 평가 및 두 가지 다른 혈청 검사와의 비교Article Published on 2022-04-012022-09-12 Journal: Journal of Immunological Methods [Category] COVID19(2023년), MERS, SARS, 진단, [키워드] Abbott Abbott Laboratory addition analyzed anti-RBD Anti-spike antibody assist characterized claimed clinical clinical sensitivity collected Concentration coronavirus COVID-19 COVID-19 infection diagnostic Disease prevalence Euroimmun evaluate evaluated exhibited highest humoral humoral immune response IgG IgG response immune response individuals infected individual Infection linear measure median observation period offer Patient PCR PCR-confirmed Performance metrics platform positive post-symptom onset Precision Quantitative quantitative assay Receptor binding domain remained RT-PCR SARS-CoV-2 SARS-CoV-2 IgG SARS-CoV-2 infections sensitivity serological test seropositive serum serum sample specificity specimen specimens symptom onset symptomatic tested the spike protein vaccination [DOI] 10.1016/j.jim.2022.113243 PMC 바로가기 [Article Type] Article
Implementation of large-scale laboratory-based detection of COVID-19 in the Veterans Health Administration, March 2020 – February 20212020년 3월 ~ 2021년 2월 퇴역군인보건청에서 대규모 실험실 기반 COVID-19 감지 구현Article Published on 2022-03-012022-09-11 Journal: Diagnostic microbiology and infectious disease [Category] SARS, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus caused changes in consumables coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 Data quality decrease distribution effort equipment Future health administration healthcare Healthcare system Hospitalized improvement Improvements Infection informatics Laboratory performance Metrics MONITOR Performance metrics public health emergency rapid increase remained responsible SARS-CoV-2 severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 Surveillance test turnaround time The United States United States veteran Volume [DOI] 10.1016/j.diagmicrobio.2021.115617 PMC 바로가기 [Article Type] Article
Improving the efficiency and effectiveness of an industrial SARS-CoV-2 diagnostic facilityArticle Published on 2022-02-242022-10-04 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 진단, [키워드] AstraZeneca Cambridge Charles River Laboratory clinical sample COVID-19 COVID-19 testing diagnostic Direct driving Effectiveness Efficiency generate GlaxoSmithKline heat High-throughput screening Improving Infectious-disease diagnostics lab Laboratory PCR per day Performance metrics protocol required RNA extraction SARS-CoV-2 Testing UK Government university [DOI] 10.1038/s41598-022-06873-6 PMC 바로가기 [Article Type] Article
WEENet: An Intelligent System for Diagnosing COVID-19 and Lung Cancer in IoMT EnvironmentsOncology Published on 2022-02-022022-10-31 Journal: Frontiers in Oncology [Category] COVID-19, [키워드] assist cancer categorization Care caused Chest Computed tomography coronavirus disease COVID-19 COVID-19 diagnosis COVID-19 pandemic dataset deep learning detect develop diagnose early diagnosis early stage effective eight Environment epidemiologist evaluated evaluation metrics Features Health healthcare infected patient Internet internet of medical things machine learning management mechanism Medical imaging outbreak outcome pandemic patients Performance metrics System Treatment X-ray imaging [DOI] 10.3389/fonc.2021.811355 PMC 바로가기 [Article Type] Oncology
Objective evaluation of deep uncertainty predictions for COVID-19 detectionArticle Published on 2022-01-172022-10-04 Journal: Scientific Reports [Category] 치료기술, [키워드] applied Applied mathematics biomedical engineering Breast cancer Chest Computer science Confusion COVID-19 CXR dataset deep estimate estimates evaluate evaluation metrics experiments generate introduced mechanism objective observé Performance metrics point estimates Preclinical research Predictive previous study problems quantification Quantification method risk shown statistically Statistics transfer [DOI] 10.1038/s41598-022-05052-x PMC 바로가기 [Article Type] Article
UNAS-Net: A deep convolutional neural network for predicting Covid-19 severityResearch article Published on 2022-01-042022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy adaptive addition affected Algorithm applied automated comparable COVID-19 dataset datasets deep learning detect Effect ENhance feature help Image Image enhancement IMPROVE input parameter parameter Performance metrics predict sensitivity severity significantly Support the disease Visualisation was performed were used X-ray [DOI] 10.1016/j.imu.2021.100842 [Article Type] Research article