Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386875383> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4386875383 abstract "Protein folding is the intricate process by which a linear sequence of amino acids self-assembles into a unique three-dimensional structure. Protein folding kinetics is the study of pathways and time-dependent mechanisms a protein undergoes when it folds. Understanding protein kinetics is essential as a protein needs to fold correctly for it to perform its biological functions optimally, and a misfolded protein can sometimes be contorted into shapes that are not ideal for a cellular environment giving rise to many degenerative, neuro-degenerative disorders and amyloid diseases. Monitoring at-risk individuals and detecting protein discrepancies in a protein's folding kinetics at the early stages could majorly result in public health benefits, as preventive measures can be taken. This research proposes an efficient pipeline for predicting protein folding kinetics with high accuracy and low memory footprint. The deployed machine learning (ML) model outperformed the state-of-the-art ML models by 4.8% in terms of accuracy while consuming 327x lesser memory and being 7.3% faster." @default.
- W4386875383 created "2023-09-20" @default.
- W4386875383 creator A5005814424 @default.
- W4386875383 creator A5092905541 @default.
- W4386875383 creator A5092905542 @default.
- W4386875383 date "2023-09-17" @default.
- W4386875383 modified "2023-09-27" @default.
- W4386875383 title "End-to-End Optimized Pipeline for Prediction of Protein Folding Kinetics" @default.
- W4386875383 doi "https://doi.org/10.48550/arxiv.2309.09191" @default.
- W4386875383 hasPublicationYear "2023" @default.
- W4386875383 type Work @default.
- W4386875383 citedByCount "0" @default.
- W4386875383 crossrefType "posted-content" @default.
- W4386875383 hasAuthorship W4386875383A5005814424 @default.
- W4386875383 hasAuthorship W4386875383A5092905541 @default.
- W4386875383 hasAuthorship W4386875383A5092905542 @default.
- W4386875383 hasBestOaLocation W43868753831 @default.
- W4386875383 hasConcept C119599485 @default.
- W4386875383 hasConcept C121332964 @default.
- W4386875383 hasConcept C12554922 @default.
- W4386875383 hasConcept C127413603 @default.
- W4386875383 hasConcept C148898269 @default.
- W4386875383 hasConcept C185592680 @default.
- W4386875383 hasConcept C186060115 @default.
- W4386875383 hasConcept C199360897 @default.
- W4386875383 hasConcept C204328495 @default.
- W4386875383 hasConcept C2776545253 @default.
- W4386875383 hasConcept C41008148 @default.
- W4386875383 hasConcept C43521106 @default.
- W4386875383 hasConcept C47701112 @default.
- W4386875383 hasConcept C55493867 @default.
- W4386875383 hasConcept C62520636 @default.
- W4386875383 hasConcept C70721500 @default.
- W4386875383 hasConcept C86803240 @default.
- W4386875383 hasConceptScore W4386875383C119599485 @default.
- W4386875383 hasConceptScore W4386875383C121332964 @default.
- W4386875383 hasConceptScore W4386875383C12554922 @default.
- W4386875383 hasConceptScore W4386875383C127413603 @default.
- W4386875383 hasConceptScore W4386875383C148898269 @default.
- W4386875383 hasConceptScore W4386875383C185592680 @default.
- W4386875383 hasConceptScore W4386875383C186060115 @default.
- W4386875383 hasConceptScore W4386875383C199360897 @default.
- W4386875383 hasConceptScore W4386875383C204328495 @default.
- W4386875383 hasConceptScore W4386875383C2776545253 @default.
- W4386875383 hasConceptScore W4386875383C41008148 @default.
- W4386875383 hasConceptScore W4386875383C43521106 @default.
- W4386875383 hasConceptScore W4386875383C47701112 @default.
- W4386875383 hasConceptScore W4386875383C55493867 @default.
- W4386875383 hasConceptScore W4386875383C62520636 @default.
- W4386875383 hasConceptScore W4386875383C70721500 @default.
- W4386875383 hasConceptScore W4386875383C86803240 @default.
- W4386875383 hasLocation W43868753831 @default.
- W4386875383 hasOpenAccess W4386875383 @default.
- W4386875383 hasPrimaryLocation W43868753831 @default.
- W4386875383 hasRelatedWork W1980793472 @default.
- W4386875383 hasRelatedWork W1981069567 @default.
- W4386875383 hasRelatedWork W1991433153 @default.
- W4386875383 hasRelatedWork W2021456587 @default.
- W4386875383 hasRelatedWork W2031581952 @default.
- W4386875383 hasRelatedWork W2078317530 @default.
- W4386875383 hasRelatedWork W2084642783 @default.
- W4386875383 hasRelatedWork W2087321793 @default.
- W4386875383 hasRelatedWork W2089397569 @default.
- W4386875383 hasRelatedWork W2746202791 @default.
- W4386875383 isParatext "false" @default.
- W4386875383 isRetracted "false" @default.
- W4386875383 workType "article" @default.