FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362603257> ?p ?o ?g. }

• W4362603257 abstract "We have developed a new, and analytically novel, single sample gene set testing method called Reconstruction Set Test (RESET). RESET quantifies gene set importance at both the sample-level and for the entire dataset based on the ability of set genes to reconstruct values for all measured genes. RESET addresses four important limitations of current techniques: 1) existing single sample methods are designed to detect mean differences and struggle to identify differential correlation patterns, 2) computationally efficient techniques are self-contained methods and cannot directly detect competitive scenarios where set genes differ from non-set genes in the same sample, 3) the scores generated by current methods can only be accurately compared across samples for a single set and not between sets, and 4) the computational performance of even the fastest existing methods be significant on very large datasets. RESET is realized using a computationally efficient randomized reduced rank reconstruction algorithm (available via the RESET R package on CRAN) that can effectively detect patterns of differential abundance and differential correlation for self-contained and competitive scenarios. As demonstrated using real and simulated scRNA-seq data, RESET provides superior accuracy at a lower computational cost relative to other single sample approaches." @default.
• W4362603257 created "2023-04-06" @default.
• W4362603257 creator A5080933903 @default.
• W4362603257 date "2023-04-05" @default.
• W4362603257 modified "2023-09-29" @default.
• W4362603257 title "Reconstruction Set Test (RESET): a computationally efficient method for single sample gene set testing based on randomized reduced rank reconstruction error" @default.
• W4362603257 cites W1236321187 @default.
• W4362603257 cites W1970679525 @default.
• W4362603257 cites W1977361006 @default.
• W4362603257 cites W1984689597 @default.
• W4362603257 cites W1989277387 @default.
• W4362603257 cites W1992045522 @default.
• W4362603257 cites W2010457001 @default.
• W4362603257 cites W2021129827 @default.
• W4362603257 cites W2027895157 @default.
• W4362603257 cites W2028110046 @default.
• W4362603257 cites W2100980426 @default.
• W4362603257 cites W2101536220 @default.
• W4362603257 cites W2102212449 @default.
• W4362603257 cites W2112220625 @default.
• W4362603257 cites W2117756735 @default.
• W4362603257 cites W2123879591 @default.
• W4362603257 cites W2130410032 @default.
• W4362603257 cites W2134736660 @default.
• W4362603257 cites W2158384363 @default.
• W4362603257 cites W2159707944 @default.
• W4362603257 cites W2273101790 @default.
• W4362603257 cites W2338756998 @default.
• W4362603257 cites W2488424576 @default.
• W4362603257 cites W2788348358 @default.
• W4362603257 cites W2889859239 @default.
• W4362603257 cites W2899102069 @default.
• W4362603257 cites W2908395709 @default.
• W4362603257 cites W2949177718 @default.
• W4362603257 cites W2976681669 @default.
• W4362603257 cites W2991852999 @default.
• W4362603257 cites W2997280954 @default.
• W4362603257 cites W3004747635 @default.
• W4362603257 cites W3041112668 @default.
• W4362603257 cites W3108353645 @default.
• W4362603257 cites W3196992636 @default.
• W4362603257 cites W4205559708 @default.
• W4362603257 cites W4237335579 @default.
• W4362603257 cites W4239026366 @default.
• W4362603257 cites W4303982857 @default.
• W4362603257 doi "https://doi.org/10.1101/2023.04.03.535366" @default.
• W4362603257 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37066315" @default.
• W4362603257 hasPublicationYear "2023" @default.
• W4362603257 type Work @default.
• W4362603257 citedByCount "0" @default.
• W4362603257 crossrefType "posted-content" @default.
• W4362603257 hasAuthorship W4362603257A5080933903 @default.
• W4362603257 hasBestOaLocation W43626032571 @default.
• W4362603257 hasConcept C105795698 @default.
• W4362603257 hasConcept C106159729 @default.
• W4362603257 hasConcept C11413529 @default.
• W4362603257 hasConcept C114614502 @default.
• W4362603257 hasConcept C124101348 @default.
• W4362603257 hasConcept C127413603 @default.
• W4362603257 hasConcept C129848803 @default.
• W4362603257 hasConcept C146978453 @default.
• W4362603257 hasConcept C154945302 @default.
• W4362603257 hasConcept C162324750 @default.
• W4362603257 hasConcept C164226766 @default.
• W4362603257 hasConcept C169903167 @default.
• W4362603257 hasConcept C177264268 @default.
• W4362603257 hasConcept C185592680 @default.
• W4362603257 hasConcept C198531522 @default.
• W4362603257 hasConcept C199360897 @default.
• W4362603257 hasConcept C2779795794 @default.
• W4362603257 hasConcept C33923547 @default.
• W4362603257 hasConcept C41008148 @default.
• W4362603257 hasConcept C43617362 @default.
• W4362603257 hasConcept C58489278 @default.
• W4362603257 hasConcept C93226319 @default.
• W4362603257 hasConceptScore W4362603257C105795698 @default.
• W4362603257 hasConceptScore W4362603257C106159729 @default.
• W4362603257 hasConceptScore W4362603257C11413529 @default.
• W4362603257 hasConceptScore W4362603257C114614502 @default.
• W4362603257 hasConceptScore W4362603257C124101348 @default.
• W4362603257 hasConceptScore W4362603257C127413603 @default.
• W4362603257 hasConceptScore W4362603257C129848803 @default.
• W4362603257 hasConceptScore W4362603257C146978453 @default.
• W4362603257 hasConceptScore W4362603257C154945302 @default.
• W4362603257 hasConceptScore W4362603257C162324750 @default.
• W4362603257 hasConceptScore W4362603257C164226766 @default.
• W4362603257 hasConceptScore W4362603257C169903167 @default.
• W4362603257 hasConceptScore W4362603257C177264268 @default.
• W4362603257 hasConceptScore W4362603257C185592680 @default.
• W4362603257 hasConceptScore W4362603257C198531522 @default.
• W4362603257 hasConceptScore W4362603257C199360897 @default.
• W4362603257 hasConceptScore W4362603257C2779795794 @default.
• W4362603257 hasConceptScore W4362603257C33923547 @default.
• W4362603257 hasConceptScore W4362603257C41008148 @default.
• W4362603257 hasConceptScore W4362603257C43617362 @default.
• W4362603257 hasConceptScore W4362603257C58489278 @default.
• W4362603257 hasConceptScore W4362603257C93226319 @default.
• W4362603257 hasLocation W43626032571 @default.
• W4362603257 hasLocation W43626032572 @default.
• W4362603257 hasLocation W43626032573 @default.

• next