Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378745830> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4378745830 endingPage "198" @default.
- W4378745830 startingPage "184" @default.
- W4378745830 abstract "We present a method for classifying human skill at fetal ultrasound scanning from eye-tracking and pupillary data of sonographers. Human skill characterization for this clinical task typically creates groupings of clinician skills such as expert and beginner based on the number of years of professional experience; experts typically have more than 10 years and beginners between 0-5 years. In some cases, they also include trainees who are not yet fully-qualified professionals. Prior work has considered eye movements that necessitates separating eye-tracking data into eye movements, such as fixations and saccades. Our method does not use prior assumptions about the relationship between years of experience and does not require the separation of eye-tracking data. Our best performing skill classification model achieves an F1 score of 98% and 70% for expert and trainee classes respectively. We also show that years of experience as a direct measure of skill, is significantly correlated to the expertise of a sonographer." @default.
- W4378745830 created "2023-05-31" @default.
- W4378745830 creator A5039160245 @default.
- W4378745830 creator A5042467582 @default.
- W4378745830 creator A5076657548 @default.
- W4378745830 creator A5086065884 @default.
- W4378745830 date "2023-01-01" @default.
- W4378745830 modified "2023-10-18" @default.
- W4378745830 title "Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data." @default.
- W4378745830 cites W1554051257 @default.
- W4378745830 cites W1953678742 @default.
- W4378745830 cites W2097540174 @default.
- W4378745830 cites W2116576293 @default.
- W4378745830 cites W2119493188 @default.
- W4378745830 cites W2154617875 @default.
- W4378745830 cites W2770108514 @default.
- W4378745830 cites W2897065937 @default.
- W4378745830 cites W2905286526 @default.
- W4378745830 cites W3033362646 @default.
- W4378745830 cites W3042925950 @default.
- W4378745830 cites W3091454067 @default.
- W4378745830 cites W3163992391 @default.
- W4378745830 cites W3177321240 @default.
- W4378745830 cites W3178709181 @default.
- W4378745830 cites W3199915908 @default.
- W4378745830 cites W4280496832 @default.
- W4378745830 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37252341" @default.
- W4378745830 hasPublicationYear "2023" @default.
- W4378745830 type Work @default.
- W4378745830 citedByCount "0" @default.
- W4378745830 crossrefType "journal-article" @default.
- W4378745830 hasAuthorship W4378745830A5039160245 @default.
- W4378745830 hasAuthorship W4378745830A5042467582 @default.
- W4378745830 hasAuthorship W4378745830A5076657548 @default.
- W4378745830 hasAuthorship W4378745830A5086065884 @default.
- W4378745830 hasConcept C127413603 @default.
- W4378745830 hasConcept C141071460 @default.
- W4378745830 hasConcept C153050134 @default.
- W4378745830 hasConcept C154945302 @default.
- W4378745830 hasConcept C15744967 @default.
- W4378745830 hasConcept C19417346 @default.
- W4378745830 hasConcept C201995342 @default.
- W4378745830 hasConcept C2775936607 @default.
- W4378745830 hasConcept C2778941581 @default.
- W4378745830 hasConcept C2780451532 @default.
- W4378745830 hasConcept C31972630 @default.
- W4378745830 hasConcept C41008148 @default.
- W4378745830 hasConcept C529618451 @default.
- W4378745830 hasConcept C56461940 @default.
- W4378745830 hasConcept C71924100 @default.
- W4378745830 hasConceptScore W4378745830C127413603 @default.
- W4378745830 hasConceptScore W4378745830C141071460 @default.
- W4378745830 hasConceptScore W4378745830C153050134 @default.
- W4378745830 hasConceptScore W4378745830C154945302 @default.
- W4378745830 hasConceptScore W4378745830C15744967 @default.
- W4378745830 hasConceptScore W4378745830C19417346 @default.
- W4378745830 hasConceptScore W4378745830C201995342 @default.
- W4378745830 hasConceptScore W4378745830C2775936607 @default.
- W4378745830 hasConceptScore W4378745830C2778941581 @default.
- W4378745830 hasConceptScore W4378745830C2780451532 @default.
- W4378745830 hasConceptScore W4378745830C31972630 @default.
- W4378745830 hasConceptScore W4378745830C41008148 @default.
- W4378745830 hasConceptScore W4378745830C529618451 @default.
- W4378745830 hasConceptScore W4378745830C56461940 @default.
- W4378745830 hasConceptScore W4378745830C71924100 @default.
- W4378745830 hasLocation W43787458301 @default.
- W4378745830 hasOpenAccess W4378745830 @default.
- W4378745830 hasPrimaryLocation W43787458301 @default.
- W4378745830 hasRelatedWork W2013820100 @default.
- W4378745830 hasRelatedWork W2031744515 @default.
- W4378745830 hasRelatedWork W2118185621 @default.
- W4378745830 hasRelatedWork W2165097269 @default.
- W4378745830 hasRelatedWork W2274330372 @default.
- W4378745830 hasRelatedWork W2396101943 @default.
- W4378745830 hasRelatedWork W2718007713 @default.
- W4378745830 hasRelatedWork W2789190802 @default.
- W4378745830 hasRelatedWork W2968361879 @default.
- W4378745830 hasRelatedWork W3136955865 @default.
- W4378745830 hasVolume "210" @default.
- W4378745830 isParatext "false" @default.
- W4378745830 isRetracted "false" @default.
- W4378745830 workType "article" @default.