FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313302355> ?p ?o ?g. }

• W4313302355 abstract "To evaluate the feasibility, accuracy, and interoperability of a natural language processing (NLP) system that extracts diagnostic assertions of pneumonia in different clinical notes and institutions.A rule-based NLP system was designed to identify assertions of pneumonia in 3 types of clinical notes from electronic health records (EHRs): emergency department notes, radiology reports, and discharge summaries. The lexicon and classification logic were tailored for each note type. The system was first developed and evaluated using annotated notes from the Department of Veterans Affairs (VA). Interoperability was assessed using data from the University of Utah (UU).The NLP system was comprised of 782 rules and achieved moderate-to-high performance in all 3 note types in VA (precision/recall/f1: emergency = 88.1/86.0/87.1; radiology = 71.4/96.2/82.0; discharge = 88.3/93.0/90.1). When applied to UU data, performance was maintained in emergency and radiology but decreased in discharge summaries (emergency = 84.7/94.3/89.3; radiology = 79.7/100.0/87.9; discharge = 65.5/92.7/76.8). Customization with 34 additional rules increased performance for all note types (emergency = 89.3/94.3/91.7; radiology = 87.0/100.0/93.1; discharge = 75.0/95.1/83.4).NLP can be used to accurately identify the diagnosis of pneumonia across different clinical settings and institutions. A limited amount of customization to account for differences in lexicon, clinical definition of pneumonia, and EHR structure can achieve high accuracy without substantial modification." @default.
• W4313302355 created "2023-01-06" @default.
• W4313302355 creator A5001548889 @default.
• W4313302355 creator A5043213270 @default.
• W4313302355 creator A5047160707 @default.
• W4313302355 creator A5061024126 @default.
• W4313302355 creator A5071854098 @default.
• W4313302355 creator A5079703084 @default.
• W4313302355 creator A5085764520 @default.
• W4313302355 creator A5087128953 @default.
• W4313302355 creator A5091816650 @default.
• W4313302355 date "2022-10-04" @default.
• W4313302355 modified "2023-09-30" @default.
• W4313302355 title "Development and evaluation of an interoperable natural language processing system for identifying pneumonia across clinical settings of care and institutions" @default.
• W4313302355 cites W144923133 @default.
• W4313302355 cites W1560862568 @default.
• W4313302355 cites W1964625659 @default.
• W4313302355 cites W1978872872 @default.
• W4313302355 cites W1988905434 @default.
• W4313302355 cites W1995972830 @default.
• W4313302355 cites W1996289698 @default.
• W4313302355 cites W2003471247 @default.
• W4313302355 cites W2009790391 @default.
• W4313302355 cites W2038049252 @default.
• W4313302355 cites W2038138012 @default.
• W4313302355 cites W2049300979 @default.
• W4313302355 cites W2053154970 @default.
• W4313302355 cites W2075305020 @default.
• W4313302355 cites W2086923758 @default.
• W4313302355 cites W2096252540 @default.
• W4313302355 cites W2097464012 @default.
• W4313302355 cites W2111865815 @default.
• W4313302355 cites W2125726375 @default.
• W4313302355 cites W2160661535 @default.
• W4313302355 cites W2163280748 @default.
• W4313302355 cites W2165456953 @default.
• W4313302355 cites W252014284 @default.
• W4313302355 cites W2613226128 @default.
• W4313302355 cites W2622299066 @default.
• W4313302355 cites W2785663776 @default.
• W4313302355 cites W2788533098 @default.
• W4313302355 cites W2805587876 @default.
• W4313302355 cites W2807155721 @default.
• W4313302355 cites W2908840510 @default.
• W4313302355 cites W2910199035 @default.
• W4313302355 cites W2922251226 @default.
• W4313302355 cites W2940494117 @default.
• W4313302355 cites W2940562610 @default.
• W4313302355 cites W2947577769 @default.
• W4313302355 cites W2977322360 @default.
• W4313302355 cites W3028131704 @default.
• W4313302355 cites W3048403583 @default.
• W4313302355 cites W3169284847 @default.
• W4313302355 cites W3191584679 @default.
• W4313302355 cites W3196421011 @default.
• W4313302355 cites W3202375701 @default.
• W4313302355 cites W3208046866 @default.
• W4313302355 cites W3209214964 @default.
• W4313302355 cites W34638141 @default.
• W4313302355 cites W4235562577 @default.
• W4313302355 cites W4249616221 @default.
• W4313302355 doi "https://doi.org/10.1093/jamiaopen/ooac114" @default.
• W4313302355 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36601365" @default.
• W4313302355 hasPublicationYear "2022" @default.
• W4313302355 type Work @default.
• W4313302355 citedByCount "3" @default.
• W4313302355 countsByYear W43133023552023 @default.
• W4313302355 crossrefType "journal-article" @default.
• W4313302355 hasAuthorship W4313302355A5001548889 @default.
• W4313302355 hasAuthorship W4313302355A5043213270 @default.
• W4313302355 hasAuthorship W4313302355A5047160707 @default.
• W4313302355 hasAuthorship W4313302355A5061024126 @default.
• W4313302355 hasAuthorship W4313302355A5071854098 @default.
• W4313302355 hasAuthorship W4313302355A5079703084 @default.
• W4313302355 hasAuthorship W4313302355A5085764520 @default.
• W4313302355 hasAuthorship W4313302355A5087128953 @default.
• W4313302355 hasAuthorship W4313302355A5091816650 @default.
• W4313302355 hasBestOaLocation W43133023552 @default.
• W4313302355 hasConcept C119857082 @default.
• W4313302355 hasConcept C126322002 @default.
• W4313302355 hasConcept C126838900 @default.
• W4313302355 hasConcept C136764020 @default.
• W4313302355 hasConcept C154945302 @default.
• W4313302355 hasConcept C159110408 @default.
• W4313302355 hasConcept C183003079 @default.
• W4313302355 hasConcept C20136886 @default.
• W4313302355 hasConcept C204321447 @default.
• W4313302355 hasConcept C2777914695 @default.
• W4313302355 hasConcept C2778121359 @default.
• W4313302355 hasConcept C2780724011 @default.
• W4313302355 hasConcept C41008148 @default.
• W4313302355 hasConcept C545542383 @default.
• W4313302355 hasConcept C71924100 @default.
• W4313302355 hasConceptScore W4313302355C119857082 @default.
• W4313302355 hasConceptScore W4313302355C126322002 @default.
• W4313302355 hasConceptScore W4313302355C126838900 @default.
• W4313302355 hasConceptScore W4313302355C136764020 @default.
• W4313302355 hasConceptScore W4313302355C154945302 @default.
• W4313302355 hasConceptScore W4313302355C159110408 @default.
• W4313302355 hasConceptScore W4313302355C183003079 @default.

• next