Global short-term forecasting of COVID-19 casesArticle Published on 2021-04-062022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] accounting Accuracy adopted Cluster component country Course covariate COVID-19 case deaths Effect events generate healthcare service hierarchical structure implication lockdown policies pandemic parameter predictive power Region Seven Software statistical Statistics Support viral infection [DOI] 10.1038/s41598-021-87230-x PMC 바로가기 [Article Type] Article
A deep learning integrated radiomics model for identification of coronavirus disease 2019 using computed tomography컴퓨터 단층 촬영을 사용하여 2019년 코로나바이러스 질병 식별을 위한 딥 러닝 통합 라디오믹스 모델Article Published on 2021-02-162022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] 95% CI Algorithm AUC automatically caused Classifier collected community-acquired pneumonia Computed tomography coronavirus disease Coronavirus disease 2019 COVID-19 CT scan CT scans datasets deep learning demonstrated develop diagnostic Early detection feasibility feature global pandemic help internal and external lesion Logistic regression machine learning algorithm outbreak Patient Pneumonia radiologist Radiologists Rapid ROIs selected sensitivity Software specificity viral infection were used with COVID-19 [DOI] 10.1038/s41598-021-83237-6 PMC 바로가기 [Article Type] Article
Design and evaluation of a data anonymization pipeline to promote Open Science on COVID-19Article Published on 2020-12-102022-10-04 Journal: Scientific Data [Category] MERS, 임상, [키워드] anonymization approach attacks Clinical course Course COVID-19 current Data publication and archiving described Epidemiology European help introduced investigated lack pandemic Patient promote PROTECT Quantitative recommendation required SARS-CoV-2 Science Software Support survey therapy variable [DOI] 10.1038/s41597-020-00773-y PMC 바로가기 [Article Type] Article
The International Virus Bioinformatics Meeting 2020Article Published on 2020-12-062023-06-11 Journal: Viruses [Category] MERS, [키워드] COVID-19 Genome evolution identification metagenomics Software viral diversity viral taxonomy Virology virome virus bioinformatics [DOI] 10.3390/v12121398 PMC 바로가기
Identification and validation of 174 COVID-19 vaccine candidate epitopes reveals low performance of common epitope prediction toolsArticle Published on 2020-11-242022-10-29 Journal: Scientific Reports [Category] COVID-19, SARS, [키워드] 2019-nCoV allele Antigen processing and presentation binding binding scores circulating contribute COVID-19 COVID-19 vaccine dependent on epitope feasible HLA alleles identification immune response in vitro machine learning MHC MHC allele outbreak overlapping peptide predicted Proteome informatics question reveal RNA virus SARS-CoV-2 SARS-CoV-2 epitope Software stability Stimulation T-cell target tested the HLA complex Vaccine Vaccine development viral infection virus [DOI] 10.1038/s41598-020-77466-4 PMC 바로가기 [Article Type] Article
Psychotherapy via the Internet: What Programs Do Psychotherapists Use, How Well-Informed Do They Feel, and What Are Their Wishes for Continuous Education?Article Published on 2020-11-052022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] addressed caused changes in conducted Contact Continuous COVID-19 COVID-19 pandemic examined information information needs Internet lockdown majority offered outbreak Program psychotherapist psychotherapy replaced security Skype Software therapy [DOI] 10.3390/ijerph17218182 PMC 바로가기 [Article Type] Article
Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methodsArticle Published on 2020-10-162022-10-04 Journal: Scientific Reports [Category] MERS, SARS, 치료기술, [키워드] Accuracy Automatic CAD chest X-ray Combination COVID-19 COVID-19 pneumonia patients COVID-19 research CXR datasets develop Diagnosis evaluated Non-COVID-19 Other patients Pneumonia Preclinical research Software source code the healthy viral infection was used [DOI] 10.1038/s41598-020-74539-2 PMC 바로가기 [Article Type] Article
The Need for Sustainable Teleconsultation Systems in the Aftermath of the First COVID-19 WaveViewpoint Published on 2020-10-052022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, MERS, SARS, [키워드] adopted Adults Care chronic conditions clinical care complex COVID-19 Digital health exposure Health offer organization Patient physical populations receive reducing Social distancing measure Software System teleconsultation telehealth Telemedicine urgency Wave [DOI] 10.2196/21211 PMC 바로가기 [Article Type] Viewpoint
Development and clinical implementation of tailored image analysis tools for COVID-19 in the midst of the pandemic: The synergetic effect of an open, clinically embedded software development platform and machine learningArticle Published on 2020-10-012023-07-06 Journal: European Journal of Radiology [Category] SARS, [키워드] Computed tomography COVID-19 machine learning Software [DOI] 10.1016/j.ejrad.2020.109233 PMC 바로가기
Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposingArticle Published on 2020-07-142022-10-04 Journal: Nature Communications [Category] SARS, 신약개발, 치료제, [키워드] Algorithm Algorithms candidate Candidates caused coronavirus disease-2019 COVID-19 develop Drivers drug candidates Drug-target interactions Host hypothese Infectious disease information interactions molecular mechanism Network topology pathogenicity platform protein interactions Research resource SARS-CoV-2 SARS-COV-2 infection Scientific community Software Spread Systems biology Target identification the SARS-CoV-2 the SARS-CoV-2 virus time-consuming viral infection Virus life cycle [DOI] 10.1038/s41467-020-17189-2 PMC 바로가기 [Article Type] Article