FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892477679> ?p ?o ?g. }

• W2892477679 abstract "ABSTRACT The dichotomy of sweet and bitter tastes is a salient evolutionary feature of human gustatory system with an innate attraction to sweet taste and aversion to bitterness. A better understanding of molecular correlates of bitter-sweet taste gradient is crucial for identification of natural as well as synthetic compounds of desirable taste on this axis. While previous studies have advanced our understanding of the molecular basis of bitter-sweet taste and contributed models for their identification, there is ample scope to enhance these models by meticulous compilation of bitter-sweet molecules and utilization of a wide spectrum of molecular descriptors. Towards these goals, based on structured data compilation our study provides an integrative framework with state-of-the-art machine learning models for bitter-sweet taste prediction (BitterSweet). We compare different sets of molecular descriptors for their predictive performance and further identify important features as well as feature blocks. The utility of BitterSweet models is demonstrated by taste prediction on large specialized chemical sets such as FlavorDB, FooDB, SuperSweet, Super Natural II, DSSTox, and DrugBank. To facilitate future research in this direction, we make all datasets and BitterSweet models publicly available, and also present an end-to-end software for bitter-sweet taste prediction based on freely available chemical descriptors." @default.
• W2892477679 created "2018-10-05" @default.
• W2892477679 creator A5023964815 @default.
• W2892477679 creator A5039649584 @default.
• W2892477679 creator A5059086543 @default.
• W2892477679 date "2018-09-27" @default.
• W2892477679 modified "2023-09-25" @default.
• W2892477679 title "BitterSweet: Building machine learning models for predicting the bitter and sweet taste of small molecules" @default.
• W2892477679 cites W1508343616 @default.
• W2892477679 cites W1700449338 @default.
• W2892477679 cites W1935434993 @default.
• W2892477679 cites W1977287658 @default.
• W2892477679 cites W1990724722 @default.
• W2892477679 cites W2030645331 @default.
• W2892477679 cites W2033389722 @default.
• W2892477679 cites W2038573621 @default.
• W2892477679 cites W2047795023 @default.
• W2892477679 cites W2050695633 @default.
• W2892477679 cites W2051271918 @default.
• W2892477679 cites W2053300511 @default.
• W2892477679 cites W2056627871 @default.
• W2892477679 cites W2060300932 @default.
• W2892477679 cites W2080972001 @default.
• W2892477679 cites W2081364727 @default.
• W2892477679 cites W2086729168 @default.
• W2892477679 cites W2100563036 @default.
• W2892477679 cites W2100646932 @default.
• W2892477679 cites W2109159205 @default.
• W2892477679 cites W2122060463 @default.
• W2892477679 cites W2131076169 @default.
• W2892477679 cites W2137676811 @default.
• W2892477679 cites W2139752415 @default.
• W2892477679 cites W2140411267 @default.
• W2892477679 cites W2169678694 @default.
• W2892477679 cites W2256217828 @default.
• W2892477679 cites W2298654050 @default.
• W2892477679 cites W2314013466 @default.
• W2892477679 cites W2340720529 @default.
• W2892477679 cites W2547314954 @default.
• W2892477679 cites W2591894476 @default.
• W2892477679 cites W2602490433 @default.
• W2892477679 cites W2738819899 @default.
• W2892477679 cites W2756470092 @default.
• W2892477679 cites W2756953478 @default.
• W2892477679 cites W2766570588 @default.
• W2892477679 cites W2767891136 @default.
• W2892477679 cites W2794764830 @default.
• W2892477679 cites W2796932608 @default.
• W2892477679 doi "https://doi.org/10.1101/426692" @default.
• W2892477679 hasPublicationYear "2018" @default.
• W2892477679 type Work @default.
• W2892477679 sameAs 2892477679 @default.
• W2892477679 citedByCount "0" @default.
• W2892477679 crossrefType "posted-content" @default.
• W2892477679 hasAuthorship W2892477679A5023964815 @default.
• W2892477679 hasAuthorship W2892477679A5039649584 @default.
• W2892477679 hasAuthorship W2892477679A5059086543 @default.
• W2892477679 hasBestOaLocation W28924776791 @default.
• W2892477679 hasConcept C116834253 @default.
• W2892477679 hasConcept C119857082 @default.
• W2892477679 hasConcept C138885662 @default.
• W2892477679 hasConcept C154945302 @default.
• W2892477679 hasConcept C155261790 @default.
• W2892477679 hasConcept C185592680 @default.
• W2892477679 hasConcept C2776401178 @default.
• W2892477679 hasConcept C2780035454 @default.
• W2892477679 hasConcept C3018655482 @default.
• W2892477679 hasConcept C3020017864 @default.
• W2892477679 hasConcept C31903555 @default.
• W2892477679 hasConcept C41008148 @default.
• W2892477679 hasConcept C41895202 @default.
• W2892477679 hasConcept C45804977 @default.
• W2892477679 hasConcept C59822182 @default.
• W2892477679 hasConcept C86803240 @default.
• W2892477679 hasConcept C8868529 @default.
• W2892477679 hasConcept C98274493 @default.
• W2892477679 hasConceptScore W2892477679C116834253 @default.
• W2892477679 hasConceptScore W2892477679C119857082 @default.
• W2892477679 hasConceptScore W2892477679C138885662 @default.
• W2892477679 hasConceptScore W2892477679C154945302 @default.
• W2892477679 hasConceptScore W2892477679C155261790 @default.
• W2892477679 hasConceptScore W2892477679C185592680 @default.
• W2892477679 hasConceptScore W2892477679C2776401178 @default.
• W2892477679 hasConceptScore W2892477679C2780035454 @default.
• W2892477679 hasConceptScore W2892477679C3018655482 @default.
• W2892477679 hasConceptScore W2892477679C3020017864 @default.
• W2892477679 hasConceptScore W2892477679C31903555 @default.
• W2892477679 hasConceptScore W2892477679C41008148 @default.
• W2892477679 hasConceptScore W2892477679C41895202 @default.
• W2892477679 hasConceptScore W2892477679C45804977 @default.
• W2892477679 hasConceptScore W2892477679C59822182 @default.
• W2892477679 hasConceptScore W2892477679C86803240 @default.
• W2892477679 hasConceptScore W2892477679C8868529 @default.
• W2892477679 hasConceptScore W2892477679C98274493 @default.
• W2892477679 hasLocation W28924776791 @default.
• W2892477679 hasLocation W28924776792 @default.
• W2892477679 hasOpenAccess W2892477679 @default.
• W2892477679 hasPrimaryLocation W28924776791 @default.
• W2892477679 hasRelatedWork W1972417599 @default.
• W2892477679 hasRelatedWork W2085738117 @default.

• next