Ensemble classification of integrated CT scan datasets in detecting COVID-19 using feature fusion from contourlet transform and CNNarticle Published on 2023-11-162024-09-05 Journal: Burma Med J [Category] update2024, [키워드] Classification and taxonomy Computational biology and bioinformatics Computational models Data processing machine learning Respiratory signs and symptoms Signs and symptoms [DOI] 10.1038/s41598-023-47183-9 PMC 바로가기 [Article Type] article
An Innovative AI-based primer design tool for precise and accurate detection of SARS-CoV-2 variants of concernarticle Published on 2023-09-222024-09-05 Journal: Burma Med J [Category] update2024, [키워드] biomedical engineering Classification and taxonomy machine learning [DOI] 10.1038/s41598-023-42348-y PMC 바로가기 [Article Type] article
Identifying and profiling structural similarities between Spike of SARS-CoV-2 and other viral or host proteins with Machaonarticle Published on 2023-07-192024-09-05 Journal: Communications Biology [Category] update2024, [키워드] Classification and taxonomy Data integration Molecular modelling Protein function predictions Statistical methods [DOI] 10.1038/s42003-023-05076-7 PMC 바로가기 [Article Type] article
CoVnita, an end-to-end privacy-preserving framework for SARS-CoV-2 classificationarticle Published on 2023-05-082024-09-05 Journal: Burma Med J [Category] update2024, [키워드] Classification and taxonomy Computational science machine learning [DOI] 10.1038/s41598-023-34535-8 PMC 바로가기 [Article Type] article
No need for a gold-standard test: on the mining of diagnostic test performance indices merely based on the distribution of the test valuearticle Published on 2023-01-302024-09-05 Journal: BMC Med Res Methodol [Category] update2024, [키워드] Biomarkers Classification and taxonomy Data mining diagnostic test Hepatitis Statistical methods [DOI] 10.1186/s12874-023-01841-8 PMC 바로가기 [Article Type] article
Global population structure and genotyping framework for genomic surveillance of the major dysentery pathogen, Shigella sonnei세계 인구 구조 및 주요 이질 병원체인 시겔라 손네이의 유전체 감시를 위한 유전자형 분석 프레임워크Article Published on 2021-05-112024-07-30 Journal: Nature Communications [Category] 세균성이질, [키워드] Bacterial genetics Classification and taxonomy Epidemiology phylogenetics [DOI] 10.1038/s41467-021-22700-4 PMC 바로가기 [Article Type] Article
Classification and specific primer design for accurate detection of SARS-CoV-2 using deep learningArticle Published on 2021-01-132022-10-29 Journal: Scientific Reports [Category] COVID-19, [키워드] Accuracy added analyzed automatically Biotechnology center Characteristics classification Classification and taxonomy Classifier Computer science deep learning diagnostic methods diagnostics effective generate Genome genomic sequence Genomics identify initiative methodology Pandemics Patient positive primer primer set primer sets Repository SARS-CoV-2 selected sensitivity sequence specificity tested viral infection virus virus strain [DOI] 10.1038/s41598-020-80363-5 PMC 바로가기 [Article Type] Article
Ontological modeling and analysis of experimentally or clinically verified drugs against coronavirus infectionAnalysis Published on 2021-01-132022-10-04 Journal: Scientific Data [Category] MERS, 비임상, 신약개발, 치료제, [키워드] addition adopted Analysis analyzed antibody biological processe biological processes Classification and taxonomy clinical setting clinically compounds coronavirus Coronavirus infection Data integration drug drug design drug target drugs effective enrichment analysis Gene ontology in vitro in vivo Infection Interaction knowledge MERS-CoV ontological Ontology platform Protein target SAR-CoV-2 SARS-CoV SARS-CoV-2 significantly Support targets viral infection viruses was used [DOI] 10.1038/s41597-021-00799-w PMC 바로가기 [Article Type] Analysis
The new scope of virus taxonomy: partitioning the virosphere into 15 hierarchical ranksConsensus Statement Published on 2020-04-272022-10-31 Journal: Nature Microbiology [Category] Coronavirus, Fulltext, SARS, [키워드] acute respiratory syndrome cellular changed Classification and taxonomy code Committee coronavirus develop Ebola virus entire spectrum Evolution evolutionary relationship Genetic herpes simplex Hierarchical ICTV include Infectious diseases Microbial ecology Organisms Pathogens promote related viruses Research stimulate taxonomy Virology virus [DOI] 10.1038/s41564-020-0709-x PMC 바로가기 [Article Type] Consensus Statement