{"id":"https://openalex.org/W4281662123","doi":"https://doi.org/10.1145/3517031.3529635","title":"Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans","display_name":"Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4281662123","doi":"https://doi.org/10.1145/3517031.3529635","pmid":"https://pubmed.ncbi.nlm.nih.gov/36649381"},"language":"en","primary_location":{"id":"doi:10.1145/3517031.3529635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517031.3529635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7614061","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031385671","display_name":"Clare Teng","orcid":"https://orcid.org/0000-0001-9200-6204"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Clare Teng","raw_affiliation_strings":["University of Oxford, Institute of Biomedical Engineering, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Institute of Biomedical Engineering, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056301773","display_name":"Harshita Sharma","orcid":"https://orcid.org/0000-0003-4683-2606"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harshita Sharma","raw_affiliation_strings":["University of Oxford, Institute of Biomedical Engineering, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Institute of Biomedical Engineering, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076657548","display_name":"Lior Drukker","orcid":"https://orcid.org/0000-0002-5588-1410"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB","IL"],"is_corresponding":false,"raw_author_name":"Lior Drukker","raw_affiliation_strings":["University of Oxford, Nuffield Department of Women's and Reproductive Health, United Kingdom and Tel-Aviv University, Women's Ultrasound, Department of Obstetrics and Gynecology, Beilinson Medical Center, Sackler Faculty of Medicine, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Nuffield Department of Women's and Reproductive Health, United Kingdom and Tel-Aviv University, Women's Ultrasound, Department of Obstetrics and Gynecology, Beilinson Medical Center, Sackler Faculty of Medicine, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039160245","display_name":"Aris T. Papageorghiou","orcid":"https://orcid.org/0000-0001-8143-2232"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210109172","display_name":"Nuffield Health","ror":"https://ror.org/01w2zd907","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210109172"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aris T Papageorghiou","raw_affiliation_strings":["University of Oxford, Nuffield Department of Women's and Reproductive Health, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Nuffield Department of Women's and Reproductive Health, United Kingdom","institution_ids":["https://openalex.org/I4210109172","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077728082","display_name":"J. Alison Noble","orcid":"https://orcid.org/0000-0002-3060-3772"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Alison Noble","raw_affiliation_strings":["University of Oxford, Institute of Biomedical Engineering, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Institute of Biomedical Engineering, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7831,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.737475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.944599986076355,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sonographer","display_name":"Sonographer","score":0.8420757055282593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7219534516334534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6818997263908386},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6033200621604919},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.603104829788208},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5609703063964844},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5197531580924988},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5079837441444397},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.44483229517936707},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33973926305770874},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.21127519011497498},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12292817234992981},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11426934599876404}],"concepts":[{"id":"https://openalex.org/C2778941581","wikidata":"https://www.wikidata.org/wiki/Q11251722","display_name":"Sonographer","level":3,"score":0.8420757055282593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219534516334534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6818997263908386},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6033200621604919},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.603104829788208},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5609703063964844},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5197531580924988},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5079837441444397},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.44483229517936707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33973926305770874},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.21127519011497498},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12292817234992981},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11426934599876404},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3517031.3529635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517031.3529635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},{"id":"pmid:36649381","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36649381","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. Eye Tracking Research & Applications Symposium","raw_type":null},{"id":"pmh:oai:ora.ox.ac.uk:uuid:1b990d37-7516-4b8e-b692-a0657538de76","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:1b990d37-7516-4b8e-b692-a0657538de76","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"Conference item"},{"id":"pmh:oai:pubmedcentral.nih.gov:7614061","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7614061","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc Eye Track Res Appl Symp","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7614061","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7614061","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc Eye Track Res Appl Symp","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W33363299","https://openalex.org/W151377110","https://openalex.org/W1976123549","https://openalex.org/W1979677741","https://openalex.org/W1987971958","https://openalex.org/W1999250125","https://openalex.org/W1999326833","https://openalex.org/W2029440658","https://openalex.org/W2031829129","https://openalex.org/W2040100465","https://openalex.org/W2051224630","https://openalex.org/W2083607283","https://openalex.org/W2085487226","https://openalex.org/W2296790300","https://openalex.org/W2548320842","https://openalex.org/W2587944981","https://openalex.org/W2588944200","https://openalex.org/W2601243251","https://openalex.org/W2742975998","https://openalex.org/W2799123608","https://openalex.org/W2807476029","https://openalex.org/W2891288863","https://openalex.org/W2901426858","https://openalex.org/W2955545135","https://openalex.org/W3121390535","https://openalex.org/W3163992391","https://openalex.org/W3178709181","https://openalex.org/W6928791072"],"related_works":["https://openalex.org/W3047805102","https://openalex.org/W2526371571","https://openalex.org/W4307493836","https://openalex.org/W2160946342","https://openalex.org/W2064512321","https://openalex.org/W2005024658","https://openalex.org/W1966587116","https://openalex.org/W2013650048","https://openalex.org/W2161294397","https://openalex.org/W2012644758"],"abstract_inverted_index":{"Visualising":[0],"patterns":[1],"in":[2,21,125],"clinicians'":[3],"eye":[4],"movements":[5],"while":[6],"interpreting":[7],"fetal":[8,31],"ultrasound":[9],"imaging":[10],"videos":[11],"is":[12,135],"challenging.":[13],"Across":[14],"and":[15,34,62,85,102,147],"within":[16,94,101],"videos,":[17],"there":[18],"are":[19,39,49,129],"differences":[20],"size":[22],"an":[23],"d":[24],"position":[25],"of":[26,76,141],"Areas-of-Interest":[27],"(AOIs)":[28],"due":[29],"to":[30,58,65,81,90,114],"position,":[32],"movement":[33],"sonographer":[35],"skill.":[36],"Currently,":[37],"AOIs":[38,61,104],"manually":[40],"labelled":[41],"or":[42],"identified":[43],"using":[44,55],"eye-tracker":[45],"manufacturer":[46,118],"specifications":[47],"which":[48,128],"not":[50,131],"study":[51],"specific.":[52],"We":[53,70,110],"propose":[54],"unsupervised":[56],"clustering":[57],"identify":[59,82],"meaningful":[60],"bi-contour":[63],"plots":[64],"visualise":[66,99],"spatio-temporal":[67],"gaze":[68,126],"characteristics.":[69],"use":[71,86],"Hierarchical":[72],"Density-Based":[73],"Spatial":[74],"Clustering":[75],"Applications":[77],"with":[78],"Noise":[79],"(HDBSCAN)":[80],"the":[83,108],"AOIs,":[84],"their":[87],"corresponding":[88],"images":[89],"capture":[91],"granular":[92,123],"changes":[93,124],"each":[95],"AOI.":[96],"Then":[97],"we":[98],"transitions":[100],"between":[103],"as":[105],"read":[106],"by":[107],"sonographer.":[109],"compare":[111],"our":[112],"method":[113,121,134],"a":[115],"standardised":[116],"eye-tracking":[117,142],"algorithm.":[119],"Our":[120,133],"captures":[122],"characteristics":[127],"otherwise":[130],"shown.":[132],"suitable":[136],"for":[137],"exploratory":[138],"data":[139,143],"analysis":[140],"involving":[144],"multiple":[145],"participants":[146],"AOIs.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
