A Portable RT-LAMP/CRISPR Machine for Rapid COVID-19 ScreeningCommunication Published on 2021-10-022022-10-27 Journal: Biosensors [Category] Coronavirus, COVID-19, MERS, SARS, [키워드] changed COVID-19 COVID-19 pandemic detect diagnose Diseases Eppendorf high accuracy individual infected with SARS-CoV-2 isothermal amplification limit of detection lockdown machine mandatory methodology mounted PCR point of care testing preventative measures Rapid rapid diagnostics reduce reverse transcription SARS-CoV-2 SARS-CoV-2 detection Screening social distancing temperature virus [DOI] 10.3390/bios11100369 PMC 바로가기 [Article Type] Communication
Machine Learning of Serum Metabolic Patterns Encodes Asymptomatic SARS-CoV-2 InfectionChemistry Published on 2021-10-012022-10-31 Journal: Frontiers in Chemistry [Category] COVID-19, [키워드] Algorithm approach Asymptomatic Asymptomatic COVID-19 Biomarker country COVID-19 COVID-19 outbreak demonstrated detect Diagnosis False positive healthy control high accuracy lack large cohort Lipid lipids machine learning MALDI-MS metabolic metabolic pathway metabolism metabolite pattern provided qRT-PCR Quantitative reagents resource reverse transcription PCR SARS-CoV-2 SARS-COV-2 infection serum Spread the SARS-CoV-2 time-consuming [DOI] 10.3389/fchem.2021.746134 PMC 바로가기 [Article Type] Chemistry
Multiplex Nucleic Acid Assay of SARS-CoV-2 via a Lanthanide Nanoparticle-Tagging Strategy란탄족 나노입자 태깅 전략을 통한 SARS-CoV-2의 다중 핵산 분석Article Published on 2021-09-212022-09-11 Journal: Analytical Chemistry [Category] SARS, 치료기술, 치료제, [키워드] acid can be used COVID-19 pandemic Cross-validation Diagnosis E gene early diagnosis early treatment effective False negative gold gold standard high accuracy identify Isolation lanthanide limits Limits of detection mass spectrometry multiplex multisite nucleic acid ORF1 ORF1ab gene platform probe problem RdRP RdRp gene required RNA fragment SARS-CoV-2 SARS-CoV-2 detection Strategy [DOI] 10.1021/acs.analchem.1c02657 PMC 바로가기 [Article Type] Article
Identification of high-risk COVID-19 patients using machine learningResearch Article Published on 2021-09-202022-10-28 Journal: PLoS ONE [Category] COVID-19, [키워드] acute respiratory syndrome Algorithm assessment Care caused Clinical stages coronavirus COVID-19 COVID-19 infection COVID-19 patient database demographic data detect determine Health high accuracy high-risk patient hospital hypothesis-testing identification information machine-learning pandemic Patient produced professional public health crisis SARS-CoV-2 Treatment [DOI] 10.1371/journal.pone.0257234 PMC 바로가기 [Article Type] Research Article
On Deep Landscape Exploration of COVID-19 Patients Cells and Severity MarkersCOVID-19 환자 세포 및 심각도 마커에 대한 심층적 조사Immunology Published on 2021-09-162022-09-11 Journal: Frontiers in Immunology [Category] SARS, 바이오마커, 유전자 메커니즘, [키워드] Analysis analyzed Biomarker Bronchoalveolar lavage fluid Cell cell heterogeneity cell population clinical response clinical responses contribute correlated COVID-19 COVID-19 symptom criterion Critical deep develop disease disease severities disease severity effective Effects epithelial exploration expression Factor healthy controls heterogeneous heterogeneous population high accuracy Immune cell immune cells immune landscape immune memory immune response immune system landscape lung machine-learning mechanism microenvironment moderate nine pathway Pathways Patient patients patients with COVID-19 patients with moderate pro-inflammatory response Prognosis promote regulate Regulatory required researcher response responses RNAseq second Severe patient severe patients severity single-cell single-cell analysis Spectrum the disease the patient Therapeutic strategies transcriptional Viral viral clearance [DOI] 10.3389/fimmu.2021.705646 PMC 바로가기 [Article Type] Immunology
Using machine learning to create a decision tree model to predict outcomes of COVID-19 cases in the PhilippinesCovid-19 Published on 2021-09-142022-10-28 Journal: Western Pacific Surveillance and Response Journal [Category] COVID-19, SARS, [키워드] age Capital Case fatality rate case fatality rates COVID COVID-19 COVID-19 case COVID-19-related death cross-sectional data set Department died drop f-score Fatality rate Final generate high accuracy highest Hospital admission machine majority male Mortality MOST objective Older outcome predict predicted predictor Probability prognostic Region resolved Result robust sensitivity specificity Study design was used were used [DOI] 10.5365/wpsar.2021.12.3.831 PMC 바로가기 [Article Type] Covid-19
Machine-learning-based COVID-19 mortality prediction model and identification of patients at low and high risk of dyingResearch Published on 2021-09-082022-11-01 Journal: Critical Care [Category] COVID-19, [키워드] Accuracy Admission Altered Analysis applied approach assigned biochemical marker Blood blood biochemical carried caused clinical feature Clinical features clinical phenotypes clinical setting Cluster cohort of patient Comorbidities Comorbidity Coronary artery coronavirus disease COVID patient COVID-19 COVID-19 mortality Critically ill CRP Dementia diabetes different clinical manifestation disease Health high accuracy high mortality rate high risk High-risk patients hospital Hospitalized hospitalized patient identify Lactate Latent machine learning management marker moderate Modification Mortality multivariate non-survivor outcome pandemic Patient patients with COVID-19 predict prediction Prediction model Predictive predictive power predictor predictors Principal component Randomly reduce Result SARS-CoV-2 status survivor Survivors the patient variable variables virus was obtained was performed were used with COVID-19 [DOI] 10.1186/s13054-021-03749-5 PMC 바로가기 [Article Type] Research
CoLe-CNN+: Context learning – Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentationCoLe-CNN+: 상황 학습 - COVID-19-Ground-Glass-Opacities 감지 및 세분화를 위한 컨볼루션 신경망Article Published on 2021-09-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy addition Algorithm average chain Chain Reaction clinician Complete Computed tomography Context Convolutional neural network COVID-19 CT scans deep learning detect detection diagnosis of COVID-19 Dice extension False positive False positives high accuracy Image segmentation information introduced layer loss function lung Multiple outcomes Perspective Polymerase chain reaction test Precision Pulmonary infection reaction reading SARS-CoV-2 Segmentation sensitivity severity sputum Support swab samples the disease virus [DOI] 10.1016/j.compbiomed.2021.104689 PMC 바로가기 [Article Type] Article
Logistic advantage of two-step screening strategy for SARS-CoV-2 at airport quarantine공항 검역에서 SARS-CoV-2에 대한 2단계 스크리닝 전략의 물류 이점Article Published on 2021-09-012022-09-11 Journal: Travel medicine and infectious disease [Category] SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 airport all subjects Antigen Care Chain Reaction CLEIA Concentration concentrations Concordance coronavirus COVID-19 enzyme enzyme immunoassay False negative false negatives followed by high accuracy immunoassay initial initial screening International Japan labor-intensive less logistics NAAT nucleic acid nucleic acid amplification PCR Point polymerase chain polymerase chain reaction positive Prevent Quantitative quarantine reduce reduced required risk Saliva SARS-CoV-2 SARS-CoV-2 antigen screening strategy screening test severe acute respiratory syndrome Coronavirus significant increase significantly subjects tested time-consuming utilization virus [DOI] 10.1016/j.tmaid.2021.102127 PMC 바로가기 [Article Type] Article
The Rise of Wearable Devices during the COVID-19 Pandemic: A Systematic Review †Systematic Review Published on 2021-08-282022-10-29 Journal: Sensors (Basel, Switzerland) [Category] COVID-19, MERS, SARS, [키워드] analyzed article automated categories close contact conducted Contact tracing country COVID-19 COVID-19 pandemic COVID-19 symptoms Device diagnosing Europe evaluated healthcare Healthcare system high accuracy initial Initially introduced management outbreak pandemic Patient patients persist physiological monitoring problem provide PubMed Central Real-time monitoring reliability remote monitoring Research researchers respiratory rate review sensors Symptom systematic review temperature Topic USA wearable devices Web of Science [DOI] 10.3390/s21175787 PMC 바로가기 [Article Type] Systematic Review