{"id":"https://openalex.org/W4361986707","doi":"https://doi.org/10.1109/tmm.2023.3263553","title":"Predicting Radiologists' Gaze With Computational Saliency Models in Mammogram Reading","display_name":"Predicting Radiologists' Gaze With Computational Saliency Models in Mammogram Reading","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4361986707","doi":"https://doi.org/10.1109/tmm.2023.3263553"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3263553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3263553","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.dundee.ac.uk/en/publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090380577","display_name":"Jianxun Lou","orcid":"https://orcid.org/0000-0002-2982-595X"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jianxun Lou","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2982-595X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017486777","display_name":"Hanhe Lin","orcid":"https://orcid.org/0000-0002-0297-3549"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hanhe Lin","raw_affiliation_strings":["School of Science and Engineering, University of Dundee, Dundee, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0297-3549","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111891701","display_name":"Philippa Young","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144625","display_name":"National Health Service Wales","ror":"https://ror.org/04a496k07","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Philippa Young","raw_affiliation_strings":["Breast Test Wales, National Health Service, Cardiff, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Breast Test Wales, National Health Service, Cardiff, U.K","institution_ids":["https://openalex.org/I4210144625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101541766","display_name":"Richard White","orcid":"https://orcid.org/0000-0002-2370-4575"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard White","raw_affiliation_strings":["Department of Radiology, University Hospital of Wales, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2370-4575","affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospital of Wales, Cardiff, U.K","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082285788","display_name":"Zelei Yang","orcid":"https://orcid.org/0000-0003-2856-1451"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zelei Yang","raw_affiliation_strings":["Department of Radiology, University Hospital of Wales, Cardiff, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospital of Wales, Cardiff, U.K","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021780981","display_name":"Susan C. Shelmerdine","orcid":"https://orcid.org/0000-0001-6642-9967"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Susan Shelmerdine","raw_affiliation_strings":["Department of Clinical Radiology, Great Ormond Street Hospital, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Great Ormond Street Hospital, London, U.K","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031677311","display_name":"David Marshall","orcid":"https://orcid.org/0000-0003-2789-1395"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Marshall","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021509460","display_name":"Emiliano Spezi","orcid":"https://orcid.org/0000-0002-1452-8813"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emiliano Spezi","raw_affiliation_strings":["School of Engineering, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0002-1452-8813","affiliations":[{"raw_affiliation_string":"School of Engineering, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063421489","display_name":"Marco Palombo","orcid":"https://orcid.org/0000-0003-4892-7967"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marco Palombo","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","Brain Research Imaging Centre, School of Psychology, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4892-7967","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Brain Research Imaging Centre, School of Psychology, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101605853","display_name":"Hantao Liu","orcid":"https://orcid.org/0000-0003-4544-3481"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hantao Liu","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4544-3481","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5090380577"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":1.5337,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85666672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"26","issue":null,"first_page":"256","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9902999997138977,"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":0.9902999997138977,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.989300012588501,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9297000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.763622522354126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7070733308792114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5597074627876282},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5352122783660889},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5314019918441772},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4237584173679352},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08964911103248596}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.763622522354126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7070733308792114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5597074627876282},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5352122783660889},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5314019918441772},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4237584173679352},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08964911103248596},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tmm.2023.3263553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3263553","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire_cris_publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Lou, J, Lin, H, Young, P, White, R, Yang, Z, Shelmerdine, S, Marshall, D, Spezi, E, Palombo, M & Liu, H 2024, 'Predicting Radiologists' Gaze with Computational Saliency Models in Mammogram Reading', IEEE Transactions on Multimedia, vol. 26, 10089554, pp. 256-269. https://doi.org/10.1109/TMM.2023.3263553","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:http://orca.cardiff.ac.uk:158274","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:discovery.dundee.ac.uk:publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10089554","pdf_url":"https://discovery.dundee.ac.uk/ws/files/101672860/FINAL_VERSION_1_.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lou, J, Lin, H, Young, P, White, R, Yang, Z, Shelmerdine, S, Marshall, D, Spezi, E, Palombo, M & Liu, H 2024, 'Predicting Radiologists' Gaze with Computational Saliency Models in Mammogram Reading', IEEE Transactions on Multimedia, vol. 26, 10089554, pp. 256-269. https://doi.org/10.1109/TMM.2023.3263553","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/files/101672860/FINAL_VERSION_1_.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lou, J, Lin, H, Young, P, White, R, Yang, Z, Shelmerdine, S, Marshall, D, Spezi, E, Palombo, M & Liu, H 2024, 'Predicting Radiologists' Gaze with Computational Saliency Models in Mammogram Reading', IEEE Transactions on Multimedia, vol. 26, 10089554, pp. 256-269. https://doi.org/10.1109/TMM.2023.3263553","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:158274","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/158274/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:discovery.dundee.ac.uk:openaire_cris_publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/77ce47e7-fedb-47df-be6c-1b80fd9a0d36","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Lou, J, Lin, H, Young, P, White, R, Yang, Z, Shelmerdine, S, Marshall, D, Spezi, E, Palombo, M & Liu, H 2024, 'Predicting Radiologists' Gaze with Computational Saliency Models in Mammogram Reading', IEEE Transactions on Multimedia, vol. 26, 10089554, pp. 256-269. https://doi.org/10.1109/TMM.2023.3263553","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3315122106","display_name":null,"funder_award_id":"202008220129","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W154882957","https://openalex.org/W1490100156","https://openalex.org/W1510835000","https://openalex.org/W1517086206","https://openalex.org/W1896080482","https://openalex.org/W1901129140","https://openalex.org/W1934890906","https://openalex.org/W1989779308","https://openalex.org/W2008066834","https://openalex.org/W2008359794","https://openalex.org/W2032339067","https://openalex.org/W2037328649","https://openalex.org/W2046863527","https://openalex.org/W2094286293","https://openalex.org/W2106848651","https://openalex.org/W2108598243","https://openalex.org/W2118615399","https://openalex.org/W2131378922","https://openalex.org/W2133946027","https://openalex.org/W2135957164","https://openalex.org/W2140277155","https://openalex.org/W2164084182","https://openalex.org/W2194775991","https://openalex.org/W2342927252","https://openalex.org/W2412782625","https://openalex.org/W2417429787","https://openalex.org/W2467716232","https://openalex.org/W2558906385","https://openalex.org/W2583180462","https://openalex.org/W2612135493","https://openalex.org/W2613478786","https://openalex.org/W2732026016","https://openalex.org/W2739977037","https://openalex.org/W2761475227","https://openalex.org/W2768297392","https://openalex.org/W2788671891","https://openalex.org/W2809997536","https://openalex.org/W2905810301","https://openalex.org/W2947706148","https://openalex.org/W2951739225","https://openalex.org/W2962843773","https://openalex.org/W2962884052","https://openalex.org/W2963163009","https://openalex.org/W2963503775","https://openalex.org/W2963828885","https://openalex.org/W2964279441","https://openalex.org/W2979442772","https://openalex.org/W2980565715","https://openalex.org/W3005017129","https://openalex.org/W3005401190","https://openalex.org/W3011978462","https://openalex.org/W3014641072","https://openalex.org/W3022565501","https://openalex.org/W3093436093","https://openalex.org/W3094857195","https://openalex.org/W3097337310","https://openalex.org/W3097691005","https://openalex.org/W3101840568","https://openalex.org/W3109622386","https://openalex.org/W3111480652","https://openalex.org/W3131926350","https://openalex.org/W3158135439","https://openalex.org/W3162699354","https://openalex.org/W3176796859","https://openalex.org/W3194114836","https://openalex.org/W3196621215","https://openalex.org/W4210418316","https://openalex.org/W4210487241","https://openalex.org/W4224281996","https://openalex.org/W4225004727","https://openalex.org/W4236848939","https://openalex.org/W4282982568","https://openalex.org/W4292794021","https://openalex.org/W4306790271","https://openalex.org/W4312443924","https://openalex.org/W4313007769","https://openalex.org/W6630781460","https://openalex.org/W6732940373"],"related_works":["https://openalex.org/W2385108104","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"have":[2],"shown":[3],"that":[4,109,128],"there":[5],"is":[6,25,40,56],"a":[7,30,41,155,175,186],"strong":[8],"correlation":[9],"between":[10],"radiologists'":[11,100,122],"diagnoses":[12],"and":[13,66,93,127,161,181],"their":[14],"gaze":[15,24,123],"when":[16],"reading":[17,104],"medical":[18,168],"images.":[19],"The":[20],"extent":[21],"to":[22,73],"which":[23,191],"attracted":[26],"by":[27,139,150],"content":[28],"in":[29,49,52,77,98,124],"visual":[31,37,47,101],"scene":[32],"can":[33,135,147],"be":[34,71,136,148],"characterised":[35],"as":[36],"saliency.":[38],"There":[39],"potential":[42],"for":[43,63,120,196],"the":[44,114,129,152,166,193],"use":[45],"of":[46,118,131,178,199],"saliency":[48,87,133,159,198],"computer-aided":[50],"diagnosis":[51],"radiology.":[53],"However,":[54],"little":[55],"known":[57],"about":[58],"what":[59],"methods":[60,69,119],"are":[61],"effective":[62,116],"diagnostic":[64,78],"images,":[65],"how":[67],"these":[68,132],"could":[70],"adapted":[72],"address":[74],"specific":[75],"applications":[76],"imaging.":[79],"In":[80,142,171],"this":[81],"study,":[82],"we":[83,184],"investigate":[84],"20":[85],"state-of-the-art":[86,194],"models":[88,92,97,112,134],"including":[89],"10":[90,94],"traditional":[91],"deep":[95,110],"learning-based":[96,111],"predicting":[99,121,197],"attention":[102],"while":[103],"196":[105],"mammograms.":[106,200],"We":[107],"found":[108],"represent":[113],"most":[115],"type":[117],"mammogram":[125],"reading;":[126],"performance":[130],"significantly":[137],"improved":[138],"transfer":[140],"learning.":[141],"particular,":[143],"an":[144],"enhanced":[145],"model":[146,153,190],"achieved":[149],"pre-training":[151],"on":[154,165,174],"large-scale":[156],"natural":[157],"image":[158,169],"dataset":[160],"then":[162],"fine-tuning":[163],"it":[164],"target":[167],"dataset.":[170],"addition,":[172],"based":[173],"systematic":[176],"selection":[177],"backbone":[179],"networks":[180],"network":[182],"architectures,":[183],"proposed":[185],"parallel":[187],"multi-stream":[188],"encoded":[189],"outperforms":[192],"approaches":[195]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
