Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts카운티 별 Covid-19 발병 예측을 개선하기위한 독감 유사 전송을위한 미국 카운티의 보편적 위험 표현형Research Article Published on 2021-10-142022-09-10 Journal: PLoS Computational Biology [Category] MERS, 유전자 메커니즘, [키워드] Applying Author automatically Behavior caused communicable communicable disease complex Course COVID-19 COVID-19 incidence COVID-19 pandemic demonstrated diagnostic disease dominant Effect Epidemic Epidemics Factor Factors flu Host identify illnesses Impact impacted IMPROVE incidence increase Infectious disease Infectious diseases Influenza influenza-like illnesses key factor knowledge Local machine learning mechanism mechanisms modulated Mortality Pandemics past pathogen Pathogens phenotype Predictive provided reduce risk seasonal flu Seasonal influenza sense Spread Transmission Universal while [DOI] 10.1371/journal.pcbi.1009363 PMC 바로가기 [Article Type] Research Article
Smart testing and critical care bed sharing for COVID-19 control코로나19 통제를 위한 스마트 테스트 및 중환자실 공유Research Article Published on 2021-10-062022-09-12 Journal: PLoS ONE [Category] MERS, 진단, [키워드] Asia automatically benefit Brazil country COVID-19 COVID-19 pandemic COVID-19 testing Critical care data-driven demographic data develop disease disease transmission distribution Effect effective epidemiological situation Europe Evolution example failure heterogeneity ICU identify in some induce initial intensive care intensive care unit limit overcome pandemic platform populations protocol reducing Region SmaRT Social distancing measure social distancing measures Stage stages Taking Transmission Travel [DOI] 10.1371/journal.pone.0257235 PMC 바로가기 [Article Type] Research Article
Detection and analysis of COVID-19 in medical images using deep learning techniques딥 러닝 기술을 사용한 의료 이미지에서 Covid-19의 탐지 및 분석Article Published on 2021-10-042022-09-10 Journal: Scientific Reports [Category] MERS, SARS, 치료기술, [키워드] Accuracy addition Algorithm Algorithms Analysis applied automatically best binary classification CNN Computer science COVID-19 COVID-19 diagnosis CT-scan datasets deep learning detection Diagnosis diagnosis of COVID-19 faster help high accuracy imaging IMPROVE outbreak overcome parameter performed Pneumonia radiologist Radiologists Respiratory tract diseases transfer Validity were assessed X-ray [DOI] 10.1038/s41598-021-99015-3 PMC 바로가기 [Article Type] Article
shinyCurves, a shiny web application to analyse multisource qPCR amplification data: a COVID-19 case studyShinyCurves, 멀티 소스 QPCR 증폭 데이터 분석을위한 반짝이는 웹 응용 프로그램 : Covid-19 사례 연구Software Published on 2021-10-032022-09-10 Journal: BMC Bioinformatics [Category] 치료기술, [키워드] amplification amplification curve Analysis automated automatically Complete COVID-19 COVID-19 case COVID-19 pandemic Data analysis Diagnosis flexible Laboratory manual Medical informatics melting Melting and amplification curves negative per day producing programming qPCR qRT-PCR qRT-PCR amplification Result reverse transcription PCR SARS-CoV-2 detection Shiny application supplementary material Undetermined Viral viral infection Virology virus visual inspection [DOI] 10.1186/s12859-021-04392-1 PMC 바로가기 [Article Type] Software
shinyCurves, a shiny web application to analyse multisource qPCR amplification data: a COVID-19 case studySoftware Published on 2021-10-032022-10-27 Journal: BMC Bioinformatics [Category] COVID-19, [키워드] amplification amplification curve Analysis automated automatically Complete COVID-19 COVID-19 case COVID-19 pandemic Data analysis Diagnosis flexible Laboratory manual Medical informatics Melting and amplification curves negative per day producing programming qPCR qRT-PCR qRT-PCR amplification Result reverse transcription PCR SARS-CoV-2 detection Shiny application supplementary material viral infection Virology virus [DOI] 10.1186/s12859-021-04392-1 PMC 바로가기 [Article Type] Software
shinyCurves, a shiny web application to analyse multisource qPCR amplification data: a COVID-19 case studySoftware Published on 2021-10-032022-10-27 Journal: BMC Bioinformatics [Category] Coronavirus, COVID-19, Fulltext, MERS, SARS, [키워드] amplification amplification curve Analysis automated automatically Complete COVID-19 COVID-19 case COVID-19 pandemic Data analysis Diagnosis flexible Laboratory manual Medical informatics Melting and amplification curves negative per day producing programming qPCR qRT-PCR qRT-PCR amplification Result reverse transcription PCR SARS-CoV-2 detection Shiny application supplementary material viral infection Virology virus [DOI] 10.1186/s12859-021-04392-1 PMC 바로가기 [Article Type] Software
Deep supervised learning using self-adaptive auxiliary loss for COVID-19 diagnosis from imbalanced CT imagesResearch article Published on 2021-10-012022-10-05 Journal: Neurocomputing [Category] 진단, [키워드] automatically auxiliary can be used classification classification algorithm conducted coronavirus disease COVID-19 COVID-19 diagnosis COVID-19 sample Data imbalance dataset datasets deep deep learning Deep supervised learning Diagnosis diagnosis of COVID-19 diagnostic Effect effective experiment Extensive faster Follow-up initial number of sample outbreak outperform overlap parameter robust Self-adaptive auxiliary loss Spread Weighting [DOI] 10.1016/j.neucom.2021.06.012 [Article Type] Research article
Greatest changes in objective sleep architecture during COVID-19 lockdown in night owls with increased REM sleepObservational Study Published on 2021-09-262022-10-04 Journal: Sleep [Category] SARS, 임상, [키워드] automatically change changed changes changes in Chronotype COVID-19 COVID-19 lockdown COVID-19 pandemic dataset Deprivation Effect evaluate exacerbated exhibited Health help individual Insomnia Severity Index interquartile less lockdown median age men objective participant physiological preferences questionnaire Questionnaires real time recorded reduced REM sleep Result scale selected sensitivity sleep architecture sleep stage sleep-monitoring headband subgroups unique Via [DOI] 10.1093/sleep/zsab075 PMC 바로가기 [Article Type] Observational Study
COV-VGX: An automated COVID-19 detection system using X-ray images and transfer learningResearch article Published on 2021-09-172022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy automated automatically Chest X-ray images Classifier classifiers CNN contribute coronavirus coronavirus disease COVID-19 dataset deep learning detection system develop diagnosing disease evaluated experiment Extensive feasible feature help Pneumonia Precision predict recall transfer transfer learning VGG-16 X-ray X-ray images [DOI] 10.1016/j.imu.2021.100741 [Article Type] Research article
Computer-Aided Medical Microbiology Monitoring Tool: A Strategy to Adapt to the SARS-CoV-2 Epidemic and That Highlights RT-PCR ConsistencyComputer-Aided Medical Microbiology Monitoring Tool: SARS-CoV-2 전염병에 적응하고 RT-PCR 일관성을 강조하는 전략Cellular and Infection Microbiology Published on 2021-09-132022-09-11 Journal: Frontiers in Cellular and Infection Microbiology [Category] MERS, SARS, 치료기술, [키워드] Algorithm applied assist automated automatically biomedical validation Chain Reaction Clinical data clinical evolution Clinicians coded Consistency COVID-19 COVID-19 pandemic delta checks diagnostic discrepancies discrepancy discrepant result explained Factors focus Health highlight Laboratory maintain Microbiology monitoring Patient polymerase chain polymerase chain reaction positive result quality-monitoring R-script, algorithm rapid increase Regulatory reverse transcription RT-PCR SARS-CoV-2 SARS-CoV-2 RT-PCR Strategy tested the disease the SARS-CoV-2 Transmission was related [DOI] 10.3389/fcimb.2021.594577 PMC 바로가기 [Article Type] Cellular and Infection Microbiology