FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283171432> ?p ?o ?g. }

• W4283171432 abstract "Abstract In the era of single-cell sequencing, there is a growing need to extract insights from data with clustering methods. Here, we introduce Forest Fire Clustering, an efficient and interpretable method for cell-type discovery from single-cell data. Forest Fire Clustering makes minimal prior assumptions and, different from current approaches, calculates a non-parametric posterior probability that each cell is assigned a cell-type label. These posterior distributions allow for the evaluation of a label confidence for each cell and enable the computation of “label entropies, highlighting transitions along developmental trajectories. Furthermore, we show that Forest Fire Clustering can make robust, inductive inferences in an online-learning context and can readily scale to millions of cells. Finally, we demonstrate that our method outperforms state-of-the-art clustering approaches on diverse benchmarks of simulated and experimental data. Overall, Forest Fire Clustering is a useful tool for rare cell type discovery in large-scale single-cell analysis." @default.
• W4283171432 created "2022-06-21" @default.
• W4283171432 creator A5001911874 @default.
• W4283171432 creator A5017947172 @default.
• W4283171432 creator A5028175845 @default.
• W4283171432 creator A5042321575 @default.
• W4283171432 creator A5046570046 @default.
• W4283171432 creator A5083193232 @default.
• W4283171432 date "2022-06-20" @default.
• W4283171432 modified "2023-10-14" @default.
• W4283171432 title "Forest Fire Clustering for single-cell sequencing combines iterative label propagation with parallelized Monte Carlo simulations" @default.
• W4283171432 cites W1844800652 @default.
• W4283171432 cites W1966119405 @default.
• W4283171432 cites W1988391018 @default.
• W4283171432 cites W2010653277 @default.
• W4283171432 cites W2034900106 @default.
• W4283171432 cites W2108614537 @default.
• W4283171432 cites W2149573463 @default.
• W4283171432 cites W2160642098 @default.
• W4283171432 cites W2177432730 @default.
• W4283171432 cites W2245493112 @default.
• W4283171432 cites W2509957998 @default.
• W4283171432 cites W2598326928 @default.
• W4283171432 cites W2733722625 @default.
• W4283171432 cites W2739492614 @default.
• W4283171432 cites W2788348358 @default.
• W4283171432 cites W2794521141 @default.
• W4283171432 cites W2800392236 @default.
• W4283171432 cites W2884197618 @default.
• W4283171432 cites W2889326414 @default.
• W4283171432 cites W2907783748 @default.
• W4283171432 cites W2949067670 @default.
• W4283171432 cites W2949177718 @default.
• W4283171432 cites W2951506174 @default.
• W4283171432 cites W2952602120 @default.
• W4283171432 cites W2971048213 @default.
• W4283171432 cites W2971653850 @default.
• W4283171432 cites W2982615798 @default.
• W4283171432 cites W2993894543 @default.
• W4283171432 cites W3002077664 @default.
• W4283171432 cites W3039311984 @default.
• W4283171432 cites W3044388039 @default.
• W4283171432 cites W3099878876 @default.
• W4283171432 cites W3103145119 @default.
• W4283171432 cites W3105809221 @default.
• W4283171432 cites W3106188259 @default.
• W4283171432 cites W3156771028 @default.
• W4283171432 cites W3177020879 @default.
• W4283171432 cites W4300672471 @default.
• W4283171432 doi "https://doi.org/10.1038/s41467-022-31107-8" @default.
• W4283171432 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35725981" @default.
• W4283171432 hasPublicationYear "2022" @default.
• W4283171432 type Work @default.
• W4283171432 citedByCount "3" @default.
• W4283171432 countsByYear W42831714322022 @default.
• W4283171432 countsByYear W42831714322023 @default.
• W4283171432 crossrefType "journal-article" @default.
• W4283171432 hasAuthorship W4283171432A5001911874 @default.
• W4283171432 hasAuthorship W4283171432A5017947172 @default.
• W4283171432 hasAuthorship W4283171432A5028175845 @default.
• W4283171432 hasAuthorship W4283171432A5042321575 @default.
• W4283171432 hasAuthorship W4283171432A5046570046 @default.
• W4283171432 hasAuthorship W4283171432A5083193232 @default.
• W4283171432 hasBestOaLocation W42831714321 @default.
• W4283171432 hasConcept C105795698 @default.
• W4283171432 hasConcept C119857082 @default.
• W4283171432 hasConcept C124101348 @default.
• W4283171432 hasConcept C151730666 @default.
• W4283171432 hasConcept C154945302 @default.
• W4283171432 hasConcept C19499675 @default.
• W4283171432 hasConcept C2779343474 @default.
• W4283171432 hasConcept C33923547 @default.
• W4283171432 hasConcept C41008148 @default.
• W4283171432 hasConcept C73555534 @default.
• W4283171432 hasConcept C86803240 @default.
• W4283171432 hasConceptScore W4283171432C105795698 @default.
• W4283171432 hasConceptScore W4283171432C119857082 @default.
• W4283171432 hasConceptScore W4283171432C124101348 @default.
• W4283171432 hasConceptScore W4283171432C151730666 @default.
• W4283171432 hasConceptScore W4283171432C154945302 @default.
• W4283171432 hasConceptScore W4283171432C19499675 @default.
• W4283171432 hasConceptScore W4283171432C2779343474 @default.
• W4283171432 hasConceptScore W4283171432C33923547 @default.
• W4283171432 hasConceptScore W4283171432C41008148 @default.
• W4283171432 hasConceptScore W4283171432C73555534 @default.
• W4283171432 hasConceptScore W4283171432C86803240 @default.
• W4283171432 hasIssue "1" @default.
• W4283171432 hasLocation W42831714321 @default.
• W4283171432 hasLocation W42831714322 @default.
• W4283171432 hasLocation W42831714323 @default.
• W4283171432 hasLocation W42831714324 @default.
• W4283171432 hasLocation W42831714325 @default.
• W4283171432 hasLocation W42831714326 @default.
• W4283171432 hasOpenAccess W4283171432 @default.
• W4283171432 hasPrimaryLocation W42831714321 @default.
• W4283171432 hasRelatedWork W2961085424 @default.
• W4283171432 hasRelatedWork W3046775127 @default.
• W4283171432 hasRelatedWork W3170094116 @default.
• W4283171432 hasRelatedWork W4205958290 @default.
• W4283171432 hasRelatedWork W4285260836 @default.

• next