{"id":"https:\/\/openalex.org\/W4210900728","doi":"https:\/\/doi.org\/10.1109\/jbhi.2022.3148944","title":"On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks","display_name":"On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks","publication_year":2022,"publication_date":"2022-02-07","ids":{"openalex":"https:\/\/openalex.org\/W4210900728","doi":"https:\/\/doi.org\/10.1109\/jbhi.2022.3148944","pmid":"https:\/\/pubmed.ncbi.nlm.nih.gov\/35130177"},"language":"en","primary_location":{"id":"doi:10.1109\/jbhi.2022.3148944","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1109\/jbhi.2022.3148944","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https:\/\/openalex.org\/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https:\/\/openalex.org\/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https:\/\/arxiv.org\/pdf\/2202.02764","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https:\/\/openalex.org\/A5008682336","display_name":"Komal Mariam","orcid":null},"institutions":[{"id":"https:\/\/openalex.org\/I929597975","display_name":"National University of Sciences and Technology","ror":"https:\/\/ror.org\/03w2j5y17","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I929597975"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Komal Mariam","raw_affiliation_strings":["National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I929597975"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5059586790","display_name":"Osama Mohammed Afzal","orcid":"https:\/\/orcid.org\/0000-0003-1918-9088"},"institutions":[{"id":"https:\/\/openalex.org\/I929597975","display_name":"National University of Sciences and Technology","ror":"https:\/\/ror.org\/03w2j5y17","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Osama Mohammed Afzal","raw_affiliation_strings":["National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I929597975"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5076559678","display_name":"Wajahat Hussain","orcid":"https:\/\/orcid.org\/0000-0002-2899-7493"},"institutions":[{"id":"https:\/\/openalex.org\/I929597975","display_name":"National University of Sciences and Technology","ror":"https:\/\/ror.org\/03w2j5y17","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Wajahat Hussain","raw_affiliation_strings":["National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I929597975"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5101653761","display_name":"Muhammad Umar Javed","orcid":"https:\/\/orcid.org\/0000-0002-0158-2968"},"institutions":[{"id":"https:\/\/openalex.org\/I929597975","display_name":"National University of Sciences and Technology","ror":"https:\/\/ror.org\/03w2j5y17","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Umar Javed","raw_affiliation_strings":["National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I929597975"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5087996407","display_name":"Amber Kiyani","orcid":"https:\/\/orcid.org\/0000-0001-8918-9310"},"institutions":[{"id":"https:\/\/openalex.org\/I195024194","display_name":"Riphah International University","ror":"https:\/\/ror.org\/02kdm5630","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Amber Kiyani","raw_affiliation_strings":["Riphah International University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Riphah International University, Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I195024194"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5069179055","display_name":"Nasir Rajpoot","orcid":"https:\/\/orcid.org\/0000-0002-4706-1308"},"institutions":[{"id":"https:\/\/openalex.org\/I39555362","display_name":"University of Warwick","ror":"https:\/\/ror.org\/01a77tt86","country_code":"GB","type":"education","lineage":["https:\/\/openalex.org\/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nasir Rajpoot","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, U.K","institution_ids":["https:\/\/openalex.org\/I39555362"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5007545621","display_name":"Syed Ali Khurram","orcid":"https:\/\/orcid.org\/0000-0002-0378-9380"},"institutions":[{"id":"https:\/\/openalex.org\/I91136226","display_name":"University of Sheffield","ror":"https:\/\/ror.org\/05krs5044","country_code":"GB","type":"education","lineage":["https:\/\/openalex.org\/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Syed Ali Khurram","raw_affiliation_strings":["School of Clinical Dentistry, University of Sheffield, Sheffield, U.K"],"affiliations":[{"raw_affiliation_string":"School of Clinical Dentistry, University of Sheffield, Sheffield, U.K","institution_ids":["https:\/\/openalex.org\/I91136226"]}]},{"author_position":"last","author":{"id":"https:\/\/openalex.org\/A5051330490","display_name":"Hassan Aqeel Khan","orcid":"https:\/\/orcid.org\/0000-0002-5501-160X"},"institutions":[{"id":"https:\/\/openalex.org\/I4210099699","display_name":"University of Jeddah","ror":"https:\/\/ror.org\/015ya8798","country_code":"SA","type":"education","lineage":["https:\/\/openalex.org\/I4210099699"]},{"id":"https:\/\/openalex.org\/I929597975","display_name":"National University of Sciences and Technology","ror":"https:\/\/ror.org\/03w2j5y17","country_code":"PK","type":"education","lineage":["https:\/\/openalex.org\/I929597975"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Hassan Aqeel Khan","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","National University of Sciences and Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https:\/\/openalex.org\/I4210099699"]},{"raw_affiliation_string":"National University of Sciences and Technology, Islamabad, Pakistan","institution_ids":["https:\/\/openalex.org\/I929597975"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https:\/\/openalex.org\/A5008682336"],"corresponding_institution_ids":["https:\/\/openalex.org\/I929597975"],"apc_list":null,"apc_paid":null,"fwci":2.4989,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90455249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"7","first_page":"3025","last_page":"3036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https:\/\/openalex.org\/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https:\/\/openalex.org\/subfields\/1702","display_name":"Artificial Intelligence"},"field":{"id":"https:\/\/openalex.org\/fields\/17","display_name":"Computer Science"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}},"topics":[{"id":"https:\/\/openalex.org\/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https:\/\/openalex.org\/subfields\/1702","display_name":"Artificial Intelligence"},"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\/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9995999932289124,"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\/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9966999888420105,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https:\/\/openalex.org\/fields\/27","display_name":"Medicine"},"domain":{"id":"https:\/\/openalex.org\/domains\/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https:\/\/openalex.org\/keywords\/computer-science","display_name":"Computer science","score":0.8184722661972046},{"id":"https:\/\/openalex.org\/keywords\/artificial-intelligence","display_name":"Artificial intelligence","score":0.7678840160369873},{"id":"https:\/\/openalex.org\/keywords\/gaze","display_name":"Gaze","score":0.7615119814872742},{"id":"https:\/\/openalex.org\/keywords\/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7339545488357544},{"id":"https:\/\/openalex.org\/keywords\/computer-vision","display_name":"Computer vision","score":0.6290082335472107},{"id":"https:\/\/openalex.org\/keywords\/deep-learning","display_name":"Deep learning","score":0.6153398156166077},{"id":"https:\/\/openalex.org\/keywords\/object-detection","display_name":"Object detection","score":0.41106516122817993},{"id":"https:\/\/openalex.org\/keywords\/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3954624533653259}],"concepts":[{"id":"https:\/\/openalex.org\/C41008148","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q21198","display_name":"Computer science","level":0,"score":0.8184722661972046},{"id":"https:\/\/openalex.org\/C154945302","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7678840160369873},{"id":"https:\/\/openalex.org\/C2779916870","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q14467155","display_name":"Gaze","level":2,"score":0.7615119814872742},{"id":"https:\/\/openalex.org\/C81363708","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7339545488357544},{"id":"https:\/\/openalex.org\/C31972630","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q844240","display_name":"Computer vision","level":1,"score":0.6290082335472107},{"id":"https:\/\/openalex.org\/C108583219","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q197536","display_name":"Deep learning","level":2,"score":0.6153398156166077},{"id":"https:\/\/openalex.org\/C2776151529","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q3045304","display_name":"Object detection","level":3,"score":0.41106516122817993},{"id":"https:\/\/openalex.org\/C153180895","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3954624533653259}],"mesh":[{"descriptor_ui":"D002294","descriptor_name":"Carcinoma, Squamous Cell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002294","descriptor_name":"Carcinoma, Squamous Cell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002294","descriptor_name":"Carcinoma, Squamous Cell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009062","descriptor_name":"Mouth Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009062","descriptor_name":"Mouth Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009062","descriptor_name":"Mouth Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109\/jbhi.2022.3148944","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1109\/jbhi.2022.3148944","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https:\/\/openalex.org\/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https:\/\/openalex.org\/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35130177","is_oa":false,"landing_page_url":"https:\/\/pubmed.ncbi.nlm.nih.gov\/35130177","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:publications.aston.ac.uk:44428","is_oa":false,"landing_page_url":"https:\/\/publications.aston.ac.uk\/view\/author\/6226467f4e3645c9419d21e6aa8733a8.html>","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https:\/\/openalex.org\/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https:\/\/openalex.org\/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:wrap.warwick.ac.uk:164767","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https:\/\/openalex.org\/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https:\/\/openalex.org\/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2202.02764","is_oa":true,"landing_page_url":"http:\/\/arxiv.org\/abs\/2202.02764","pdf_url":"https:\/\/arxiv.org\/pdf\/2202.02764","source":{"id":"https:\/\/openalex.org\/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https:\/\/openalex.org\/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https:\/\/openalex.org\/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2202.02764","is_oa":true,"landing_page_url":"http:\/\/arxiv.org\/abs\/2202.02764","pdf_url":"https:\/\/arxiv.org\/pdf\/2202.02764","source":{"id":"https:\/\/openalex.org\/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https:\/\/openalex.org\/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https:\/\/openalex.org\/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https:\/\/metadata.un.org\/sdg\/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https:\/\/openalex.org\/W67472587","https:\/\/openalex.org\/W639708223","https:\/\/openalex.org\/W1641498739","https:\/\/openalex.org\/W1665923246","https:\/\/openalex.org\/W1977653087","https:\/\/openalex.org\/W1993601943","https:\/\/openalex.org\/W2025033911","https:\/\/openalex.org\/W2031454541","https:\/\/openalex.org\/W2069220645","https:\/\/openalex.org\/W2073375892","https:\/\/openalex.org\/W2118020555","https:\/\/openalex.org\/W2234666690","https:\/\/openalex.org\/W2513717809","https:\/\/openalex.org\/W2568799344","https:\/\/openalex.org\/W2574742418","https:\/\/openalex.org\/W2586745507","https:\/\/openalex.org\/W2605991684","https:\/\/openalex.org\/W2728595794","https:\/\/openalex.org\/W2744746070","https:\/\/openalex.org\/W2807476029","https:\/\/openalex.org\/W2943412658","https:\/\/openalex.org\/W2962770915","https:\/\/openalex.org\/W2964165247","https:\/\/openalex.org\/W2988306446","https:\/\/openalex.org\/W3001746203","https:\/\/openalex.org\/W3004882697","https:\/\/openalex.org\/W3162505601","https:\/\/openalex.org\/W4252621450","https:\/\/openalex.org\/W4293584584","https:\/\/openalex.org\/W4308452405","https:\/\/openalex.org\/W6656535384","https:\/\/openalex.org\/W6731888906","https:\/\/openalex.org\/W6732832286","https:\/\/openalex.org\/W6736502011","https:\/\/openalex.org\/W6740608134","https:\/\/openalex.org\/W6750227808","https:\/\/openalex.org\/W6766602545"],"related_works":["https:\/\/openalex.org\/W4226493464","https:\/\/openalex.org\/W4312417841","https:\/\/openalex.org\/W3193565141","https:\/\/openalex.org\/W3133861977","https:\/\/openalex.org\/W2951211570","https:\/\/openalex.org\/W3103566983","https:\/\/openalex.org\/W3167935049","https:\/\/openalex.org\/W3029198973","https:\/\/openalex.org\/W2949096641","https:\/\/openalex.org\/W2970686063"],"abstract_inverted_index":{"Unavailability":[0],"of":[1,18,36,40,71,132,134,139],"large":[2],"training":[3,81,124],"datasets":[4],"is":[5],"a":[6,44,125,145],"bottleneck":[7],"that":[8,107],"needs":[9],"to":[10,13,56,76,92,166,179],"be":[11],"overcome":[12],"realize":[14],"the":[15,34,54,59,66,94,130,150],"true":[16],"potential":[17,55],"deep":[19,126,154],"learning":[20],"in":[21,137],"histopathology":[22],"applications.":[23],"Although":[24],"slide":[25,29,60],"digitization":[26],"via":[27],"whole":[28],"imaging":[30],"scanners":[31],"has":[32],"increased":[33],"speed":[35,57],"data":[37,96],"acquisition,":[38],"labeling":[39,61,74,79,89,111],"virtual":[41],"slides":[42],"requires":[43],"substantial":[45],"time":[46,116,174,188],"investment":[47],"from":[48],"pathologists.":[49],"Eye":[50],"gaze":[51,73,87,108],"annotations":[52,97],"have":[53],"up":[58],"process.":[62],"This":[63],"work":[64],"explores":[65],"viability":[67],"and":[68,90,117,160,177],"timing":[69],"comparisons":[70],"eye":[72],"compared":[75,165,178],"conventional":[77],"manual":[78],"for":[80,98,123],"object":[82,100,127,155],"detectors.":[83],"Challenges":[84],"associated":[85],"with":[86],"based":[88,110,168],"methods":[91],"refine":[93],"coarse":[95],"subsequent":[99],"detection":[101],"are":[102],"also":[103],"discussed.":[104],"Results":[105],"demonstrate":[106],"tracking":[109],"can":[112],"save":[113],"valuable":[114],"pathologist":[115],"delivers":[118],"good":[119],"performance":[120,151],"when":[121],"employed":[122],"detector.":[128],"Using":[129],"task":[131],"localization":[133],"Keratin":[135],"Pearls":[136],"cases":[138],"oral":[140],"squamous":[141],"cell":[142],"carcinoma":[143],"as":[144],"test":[146],"case,":[147],"we":[148],"compare":[149],"gap":[152],"between":[153],"detectors":[156],"trained":[157],"using":[158],"hand-labelled":[159],"gaze-labelled":[161],"data.":[162],"On":[163],"average,":[164],"'Bounding-box'":[167],"hand-labeling,":[169],"gaze-labeling":[170,182],"required":[171,183],"57.6%":[172],"less":[173,187],"per":[175,189],"label":[176],"'Freehand'":[180],"labeling,":[181],"on":[184],"average":[185],"85%":[186],"label.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}