Matches in SemOpenAlex for { <https://semopenalex.org/work/W3217506425> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3217506425 endingPage "1596" @default.
- W3217506425 startingPage "1596" @default.
- W3217506425 abstract "Substance abuse or drug dependence is a prevalent phenomenon, and is on the rise in United States. Important contributing factors for the prevalence are the addictive nature of certain medicinal/prescriptive drugs, individual dispositions (biological, physiological, and psychological), and other external influences (e.g., pharmaceutical advertising campaigns). However, currently there is no comprehensive computational or machine learning framework that allows systematic studies of substance abuse and its factors with majority of the works using subjective surveys questionnaires and focusing on classification techniques. Lacking standardized methods and/or measures to prescribe medication and to study substance abuse makes it difficult to advance through collective research efforts. Thus, in this paper, we propose to test the feasibility of developing a, objective substance effect index, SEI, that can measure the tendency of an individual towards substance abuse. To that end, we combine the benefits of Electronics Medical Records (EMR) with machine learning technology by defining SEI as a function of EMR data and using logistics regression to obtain a closed form expression for SEI. We conduct various evaluations to validate the proposed model, and the results show that further work towards the development of SEI will not only provide researchers with standard computational measure for substance abuse, but may also allow them to study certain attribute interactions to gain further insights into substance abuse tendencies." @default.
- W3217506425 created "2021-12-06" @default.
- W3217506425 creator A5009874616 @default.
- W3217506425 creator A5043909574 @default.
- W3217506425 creator A5053715984 @default.
- W3217506425 date "2021-11-20" @default.
- W3217506425 modified "2023-09-23" @default.
- W3217506425 title "Towards the Development of a Substance Abuse Index (SEI) through Informatics" @default.
- W3217506425 cites W2000955779 @default.
- W3217506425 cites W2007324452 @default.
- W3217506425 cites W2016841691 @default.
- W3217506425 cites W2023357454 @default.
- W3217506425 cites W2023804871 @default.
- W3217506425 cites W2024374498 @default.
- W3217506425 cites W2056794942 @default.
- W3217506425 cites W2064279443 @default.
- W3217506425 cites W2066848874 @default.
- W3217506425 cites W2072087840 @default.
- W3217506425 cites W2099814519 @default.
- W3217506425 cites W2103424173 @default.
- W3217506425 cites W2129106194 @default.
- W3217506425 cites W2139097281 @default.
- W3217506425 cites W2171401731 @default.
- W3217506425 cites W2474840293 @default.
- W3217506425 cites W2596043126 @default.
- W3217506425 cites W2606184753 @default.
- W3217506425 cites W2739585548 @default.
- W3217506425 cites W2801434406 @default.
- W3217506425 cites W2890546464 @default.
- W3217506425 cites W2939470209 @default.
- W3217506425 cites W3016545725 @default.
- W3217506425 cites W3126765904 @default.
- W3217506425 cites W3158340660 @default.
- W3217506425 cites W3176921057 @default.
- W3217506425 doi "https://doi.org/10.3390/healthcare9111596" @default.
- W3217506425 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8620603" @default.
- W3217506425 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34828641" @default.
- W3217506425 hasPublicationYear "2021" @default.
- W3217506425 type Work @default.
- W3217506425 sameAs 3217506425 @default.
- W3217506425 citedByCount "1" @default.
- W3217506425 countsByYear W32175064252021 @default.
- W3217506425 crossrefType "journal-article" @default.
- W3217506425 hasAuthorship W3217506425A5009874616 @default.
- W3217506425 hasAuthorship W3217506425A5043909574 @default.
- W3217506425 hasAuthorship W3217506425A5053715984 @default.
- W3217506425 hasBestOaLocation W32175064251 @default.
- W3217506425 hasConcept C118552586 @default.
- W3217506425 hasConcept C119599485 @default.
- W3217506425 hasConcept C127413603 @default.
- W3217506425 hasConcept C136764020 @default.
- W3217506425 hasConcept C15744967 @default.
- W3217506425 hasConcept C191630685 @default.
- W3217506425 hasConcept C2777382242 @default.
- W3217506425 hasConcept C40010229 @default.
- W3217506425 hasConcept C41008148 @default.
- W3217506425 hasConcept C48856860 @default.
- W3217506425 hasConcept C75630572 @default.
- W3217506425 hasConceptScore W3217506425C118552586 @default.
- W3217506425 hasConceptScore W3217506425C119599485 @default.
- W3217506425 hasConceptScore W3217506425C127413603 @default.
- W3217506425 hasConceptScore W3217506425C136764020 @default.
- W3217506425 hasConceptScore W3217506425C15744967 @default.
- W3217506425 hasConceptScore W3217506425C191630685 @default.
- W3217506425 hasConceptScore W3217506425C2777382242 @default.
- W3217506425 hasConceptScore W3217506425C40010229 @default.
- W3217506425 hasConceptScore W3217506425C41008148 @default.
- W3217506425 hasConceptScore W3217506425C48856860 @default.
- W3217506425 hasConceptScore W3217506425C75630572 @default.
- W3217506425 hasIssue "11" @default.
- W3217506425 hasLocation W32175064251 @default.
- W3217506425 hasLocation W32175064252 @default.
- W3217506425 hasLocation W32175064253 @default.
- W3217506425 hasLocation W32175064254 @default.
- W3217506425 hasOpenAccess W3217506425 @default.
- W3217506425 hasPrimaryLocation W32175064251 @default.
- W3217506425 hasRelatedWork W1966470731 @default.
- W3217506425 hasRelatedWork W2158094093 @default.
- W3217506425 hasRelatedWork W2383341088 @default.
- W3217506425 hasRelatedWork W2748952813 @default.
- W3217506425 hasRelatedWork W2795014611 @default.
- W3217506425 hasRelatedWork W2836891032 @default.
- W3217506425 hasRelatedWork W2899084033 @default.
- W3217506425 hasRelatedWork W2955557163 @default.
- W3217506425 hasRelatedWork W2977815289 @default.
- W3217506425 hasRelatedWork W2991503054 @default.
- W3217506425 hasVolume "9" @default.
- W3217506425 isParatext "false" @default.
- W3217506425 isRetracted "false" @default.
- W3217506425 magId "3217506425" @default.
- W3217506425 workType "article" @default.