FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3015383111> ?p ?o ?g. }

• W3015383111 endingPage "105711" @default.
• W3015383111 startingPage "105711" @default.
• W3015383111 abstract "Currently, it is challenging to detect acute ischemic stroke (AIS)-related changes on computed tomography (CT) images. Therefore, we aimed to develop and evaluate an automatic AIS detection system involving a two-stage deep learning model. We included 238 cases from two different institutions. AIS-related findings were annotated on each of the 238 sets of head CT images by referring to head magnetic resonance imaging (MRI) images in which an MRI examination was performed within 24 h following the CT scan. These 238 annotated cases were divided into a training set including 189 cases and test set including 49 cases. Subsequently, a two-stage deep learning detection model was constructed from the training set using the You Only Look Once v3 model and Visual Geometry Group 16 classification model. Then, the two-stage model performed the AIS detection process in the test set. To assess the detection model's results, a board-certified radiologist also evaluated the test set head CT images with and without the aid of the detection model. The sensitivity of AIS detection and number of false positives were calculated for the evaluation of the test set detection results. The sensitivity of the radiologist with and without the software detection results was compared using the McNemar test. A p-value of less than 0.05 was considered statistically significant. For the two-stage model and radiologist without and with the use of the software results, the sensitivity was 37.3%, 33.3%, and 41.3%, respectively, and the number of false positives per one case was 1.265, 0.327, and 0.388, respectively. On using the two-stage detection model's results, the board-certified radiologist's detection sensitivity significantly improved (p-value = 0.0313). Our detection system involving the two-stage deep learning model significantly improved the radiologist's sensitivity in AIS detection." @default.
• W3015383111 created "2020-04-17" @default.
• W3015383111 creator A5033807076 @default.
• W3015383111 creator A5049045848 @default.
• W3015383111 creator A5066648889 @default.
• W3015383111 creator A5079854279 @default.
• W3015383111 creator A5081873663 @default.
• W3015383111 creator A5083065002 @default.
• W3015383111 creator A5085956105 @default.
• W3015383111 creator A5089113981 @default.
• W3015383111 date "2020-11-01" @default.
• W3015383111 modified "2023-10-03" @default.
• W3015383111 title "Automatic detection of acute ischemic stroke using non-contrast computed tomography and two-stage deep learning model" @default.
• W3015383111 cites W2014925589 @default.
• W3015383111 cites W2053412239 @default.
• W3015383111 cites W2117566944 @default.
• W3015383111 cites W2117826647 @default.
• W3015383111 cites W2119232786 @default.
• W3015383111 cites W2557738935 @default.
• W3015383111 cites W2581082771 @default.
• W3015383111 cites W2725984455 @default.
• W3015383111 cites W2809254203 @default.
• W3015383111 cites W2884787091 @default.
• W3015383111 cites W2896817483 @default.
• W3015383111 cites W2907594198 @default.
• W3015383111 cites W2911997543 @default.
• W3015383111 cites W2975101641 @default.
• W3015383111 cites W2981941315 @default.
• W3015383111 doi "https://doi.org/10.1016/j.cmpb.2020.105711" @default.
• W3015383111 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32858281" @default.
• W3015383111 hasPublicationYear "2020" @default.
• W3015383111 type Work @default.
• W3015383111 sameAs 3015383111 @default.
• W3015383111 citedByCount "21" @default.
• W3015383111 countsByYear W30153831112021 @default.
• W3015383111 countsByYear W30153831112022 @default.
• W3015383111 countsByYear W30153831112023 @default.
• W3015383111 crossrefType "journal-article" @default.
• W3015383111 hasAuthorship W3015383111A5033807076 @default.
• W3015383111 hasAuthorship W3015383111A5049045848 @default.
• W3015383111 hasAuthorship W3015383111A5066648889 @default.
• W3015383111 hasAuthorship W3015383111A5079854279 @default.
• W3015383111 hasAuthorship W3015383111A5081873663 @default.
• W3015383111 hasAuthorship W3015383111A5083065002 @default.
• W3015383111 hasAuthorship W3015383111A5085956105 @default.
• W3015383111 hasAuthorship W3015383111A5089113981 @default.
• W3015383111 hasBestOaLocation W30153831112 @default.
• W3015383111 hasConcept C105795698 @default.
• W3015383111 hasConcept C126838900 @default.
• W3015383111 hasConcept C146357865 @default.
• W3015383111 hasConcept C151730666 @default.
• W3015383111 hasConcept C153180895 @default.
• W3015383111 hasConcept C154945302 @default.
• W3015383111 hasConcept C169903167 @default.
• W3015383111 hasConcept C186282968 @default.
• W3015383111 hasConcept C2989005 @default.
• W3015383111 hasConcept C33923547 @default.
• W3015383111 hasConcept C41008148 @default.
• W3015383111 hasConcept C58489278 @default.
• W3015383111 hasConcept C64869954 @default.
• W3015383111 hasConcept C71924100 @default.
• W3015383111 hasConcept C86803240 @default.
• W3015383111 hasConceptScore W3015383111C105795698 @default.
• W3015383111 hasConceptScore W3015383111C126838900 @default.
• W3015383111 hasConceptScore W3015383111C146357865 @default.
• W3015383111 hasConceptScore W3015383111C151730666 @default.
• W3015383111 hasConceptScore W3015383111C153180895 @default.
• W3015383111 hasConceptScore W3015383111C154945302 @default.
• W3015383111 hasConceptScore W3015383111C169903167 @default.
• W3015383111 hasConceptScore W3015383111C186282968 @default.
• W3015383111 hasConceptScore W3015383111C2989005 @default.
• W3015383111 hasConceptScore W3015383111C33923547 @default.
• W3015383111 hasConceptScore W3015383111C41008148 @default.
• W3015383111 hasConceptScore W3015383111C58489278 @default.
• W3015383111 hasConceptScore W3015383111C64869954 @default.
• W3015383111 hasConceptScore W3015383111C71924100 @default.
• W3015383111 hasConceptScore W3015383111C86803240 @default.
• W3015383111 hasFunder F4320334764 @default.
• W3015383111 hasLocation W30153831111 @default.
• W3015383111 hasLocation W30153831112 @default.
• W3015383111 hasOpenAccess W3015383111 @default.
• W3015383111 hasPrimaryLocation W30153831111 @default.
• W3015383111 hasRelatedWork W123497112 @default.
• W3015383111 hasRelatedWork W1981547329 @default.
• W3015383111 hasRelatedWork W2066259560 @default.
• W3015383111 hasRelatedWork W2296151615 @default.
• W3015383111 hasRelatedWork W2798506093 @default.
• W3015383111 hasRelatedWork W2997155179 @default.
• W3015383111 hasRelatedWork W3012978760 @default.
• W3015383111 hasRelatedWork W3015383111 @default.
• W3015383111 hasRelatedWork W3086857729 @default.
• W3015383111 hasRelatedWork W4280583453 @default.
• W3015383111 hasVolume "196" @default.
• W3015383111 isParatext "false" @default.
• W3015383111 isRetracted "false" @default.
• W3015383111 magId "3015383111" @default.
• W3015383111 workType "article" @default.