HDSNE a new unsupervised multiple image database fusion learning algorithm with flexible and crispy production of one database: a proof case study of lung infection diagnose In chest X-ray imagesarticle Published on 2023-09-182024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] coronavirus COVID-19 data aggregation Inception V3 MD5 Model production T-SNE transfer learning X-ray [DOI] 10.1186/s12880-023-01078-3 PMC 바로가기 [Article Type] article
A cross entropy test allows quantitative statistical comparison of t-SNE and UMAP representationsArticle Published on 2023-01-132024-09-05 Journal: Cell Reports Methods [Category] update2024, [키워드] Dimensionality reduction flow cytometry mass cytometry single cell sequencing T-SNE UMAP [DOI] 10.1016/j.crmeth.2022.100390 PMC 바로가기 [Article Type] Article
Predictors of neutralizing antibody response to BNT162b2 vaccination in allogeneic hematopoietic stem cell transplant recipientsResearch Published on 2021-10-242022-10-29 Journal: Journal of Hematology & Oncology [Category] COVID-19, [키워드] administration Adults affecting Allogeneic Analysis anti-RBD binding antibody binding domain BNT162b2 BNT162b2 mRNA vaccine CD4 Cell chronic chronic GVHD comparable correlated COVID-19 Cytometry cytometry analysis detectable Factor first vaccination Flow follicular GVHD healthy help helper T cell Hematopoietic cell transplantation identify immunization indicated marker memory B cell mRNA vaccination mRNA vaccine multivariate analyses Neutralizing Neutralizing antibody response Patient patients peripheral blood cell plasmacytoid dendritic cells postvaccination predictor RBD recipient reduced Registered response responses Result risk SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 receptor significantly lower Stem cell transplantation supplementary material Switched B cells T cell T-SNE therapy vaccination Vaccine was performed were assessed wild type [DOI] 10.1186/s13045-021-01190-3 PMC 바로가기 [Article Type] Research
Unravelling population structure heterogeneity within the genome of the malaria vector Anopheles gambiae말라리아 매개체인 아노펠레스 감비아의 게놈 내 인구 구조 이질성 해소Research Article Published on 2021-06-082024-08-08 Journal: BMC Genomics [Category] 말라리아, [키워드] Chromosomal inversions malaria Population genetics T-SNE Visualization method whole-genome analysis [DOI] 10.1186/s12864-021-07722-y PMC 바로가기 [Article Type] Research Article
Deciphering the Subtype Differentiation History of SARS-CoV-2 Based on a New Breadth-First Searching Optimized Alignment Method Over a Global Data Set of 24,768 SequencesGenetics Published on 2021-01-112022-10-31 Journal: Frontiers in Genetics [Category] COVID-19, [키워드] addition Algorithm alignment Amino acid amino acid insertion Analysis analyzed Asia can be used caused Characteristics China clade Clustering conducted conserved coronavirus country COVID-19 pandemic data sets Diagnosis differentiation Efficiency Europe full-length GISAID Haplotype haplotype network analysis Health help history IMPROVE likelihood Multiple sequence alignment Mutation network analysis New nucleic acid open reading frames over performed Phylogenetic tree primer reduce Region Research Sample SARS-CoV-2 sequence Spread subtype Subtypes T-SNE the SARS-CoV-2 the United State Vaccine development viral spread virus detection worldwide pandemic [DOI] 10.3389/fgene.2020.591833 PMC 바로가기 [Article Type] Genetics