FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200219457> ?p ?o ?g. }

• W4200219457 endingPage "28" @default.
• W4200219457 startingPage "1" @default.
• W4200219457 abstract "The standard approach to expert-in-the-loop machine learning is active learning, where, repeatedly, an expert is asked to annotate one or more records and the machine finds a classifier that respects all annotations made until that point. We propose an alternative approach, IQRef , in which the expert iteratively designs a classifier and the machine helps him or her to determine how well it is performing and, importantly, when to stop, by reporting statistics on a fixed, hold-out sample of annotated records. We justify our approach based on prior work giving a theoretical model of how to re-use hold-out data. We compare the two approaches in the context of identifying a cohort of EHRs and examine their strengths and weaknesses through a case study arising from an optometric research problem. We conclude that both approaches are complementary, and we recommend that they both be employed in conjunction to address the problem of cohort identification in health research." @default.
• W4200219457 created "2021-12-31" @default.
• W4200219457 creator A5000681085 @default.
• W4200219457 creator A5029394440 @default.
• W4200219457 creator A5087611357 @default.
• W4200219457 date "2021-12-20" @default.
• W4200219457 modified "2023-10-02" @default.
• W4200219457 title "Computer-Assisted Cohort Identification in Practice" @default.
• W4200219457 cites W1493036841 @default.
• W4200219457 cites W1800440611 @default.
• W4200219457 cites W1808652302 @default.
• W4200219457 cites W1974157363 @default.
• W4200219457 cites W1980199609 @default.
• W4200219457 cites W1982723861 @default.
• W4200219457 cites W1995897489 @default.
• W4200219457 cites W1997632490 @default.
• W4200219457 cites W2025544150 @default.
• W4200219457 cites W2027288560 @default.
• W4200219457 cites W2030551400 @default.
• W4200219457 cites W2034511967 @default.
• W4200219457 cites W2064088458 @default.
• W4200219457 cites W2066289596 @default.
• W4200219457 cites W2075856153 @default.
• W4200219457 cites W2077501222 @default.
• W4200219457 cites W2078841894 @default.
• W4200219457 cites W2080021732 @default.
• W4200219457 cites W2085308828 @default.
• W4200219457 cites W2085989833 @default.
• W4200219457 cites W2087395828 @default.
• W4200219457 cites W2104046064 @default.
• W4200219457 cites W2123218263 @default.
• W4200219457 cites W2130380534 @default.
• W4200219457 cites W2139865360 @default.
• W4200219457 cites W2153834102 @default.
• W4200219457 cites W2170654002 @default.
• W4200219457 cites W2213054861 @default.
• W4200219457 cites W2300445845 @default.
• W4200219457 cites W2340660061 @default.
• W4200219457 cites W2341384651 @default.
• W4200219457 cites W2426031434 @default.
• W4200219457 cites W2474897245 @default.
• W4200219457 cites W2602562802 @default.
• W4200219457 cites W2741307002 @default.
• W4200219457 cites W2888949514 @default.
• W4200219457 cites W2930139824 @default.
• W4200219457 cites W2968287414 @default.
• W4200219457 cites W2979452771 @default.
• W4200219457 cites W2998574808 @default.
• W4200219457 cites W3014832474 @default.
• W4200219457 cites W3045357469 @default.
• W4200219457 cites W3124474911 @default.
• W4200219457 cites W3196995059 @default.
• W4200219457 doi "https://doi.org/10.1145/3483411" @default.
• W4200219457 hasPublicationYear "2021" @default.
• W4200219457 type Work @default.
• W4200219457 citedByCount "0" @default.
• W4200219457 crossrefType "journal-article" @default.
• W4200219457 hasAuthorship W4200219457A5000681085 @default.
• W4200219457 hasAuthorship W4200219457A5029394440 @default.
• W4200219457 hasAuthorship W4200219457A5087611357 @default.
• W4200219457 hasBestOaLocation W42002194571 @default.
• W4200219457 hasConcept C105795698 @default.
• W4200219457 hasConcept C116834253 @default.
• W4200219457 hasConcept C119857082 @default.
• W4200219457 hasConcept C124101348 @default.
• W4200219457 hasConcept C154945302 @default.
• W4200219457 hasConcept C15744967 @default.
• W4200219457 hasConcept C33923547 @default.
• W4200219457 hasConcept C41008148 @default.
• W4200219457 hasConcept C59822182 @default.
• W4200219457 hasConcept C63882131 @default.
• W4200219457 hasConcept C72563966 @default.
• W4200219457 hasConcept C77805123 @default.
• W4200219457 hasConcept C86803240 @default.
• W4200219457 hasConcept C95623464 @default.
• W4200219457 hasConceptScore W4200219457C105795698 @default.
• W4200219457 hasConceptScore W4200219457C116834253 @default.
• W4200219457 hasConceptScore W4200219457C119857082 @default.
• W4200219457 hasConceptScore W4200219457C124101348 @default.
• W4200219457 hasConceptScore W4200219457C154945302 @default.
• W4200219457 hasConceptScore W4200219457C15744967 @default.
• W4200219457 hasConceptScore W4200219457C33923547 @default.
• W4200219457 hasConceptScore W4200219457C41008148 @default.
• W4200219457 hasConceptScore W4200219457C59822182 @default.
• W4200219457 hasConceptScore W4200219457C63882131 @default.
• W4200219457 hasConceptScore W4200219457C72563966 @default.
• W4200219457 hasConceptScore W4200219457C77805123 @default.
• W4200219457 hasConceptScore W4200219457C86803240 @default.
• W4200219457 hasConceptScore W4200219457C95623464 @default.
• W4200219457 hasFunder F4320322676 @default.
• W4200219457 hasIssue "2" @default.
• W4200219457 hasLocation W42002194571 @default.
• W4200219457 hasOpenAccess W4200219457 @default.
• W4200219457 hasPrimaryLocation W42002194571 @default.
• W4200219457 hasRelatedWork W2512018286 @default.
• W4200219457 hasRelatedWork W2556319748 @default.
• W4200219457 hasRelatedWork W2891961174 @default.
• W4200219457 hasRelatedWork W2961085424 @default.

• next