{"id":"https://openalex.org/W3158157866","doi":"https://doi.org/10.3390/jimaging7050083","title":"Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data","display_name":"Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data","publication_year":2021,"publication_date":"2021-05-03","ids":{"openalex":"https://openalex.org/W3158157866","doi":"https://doi.org/10.3390/jimaging7050083","mag":"3158157866","pmid":"https://pubmed.ncbi.nlm.nih.gov/34460679"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging7050083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7050083","pdf_url":"https://www.mdpi.com/2313-433X/7/5/83/pdf?version=1620029960","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/7/5/83/pdf?version=1620029960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044332158","display_name":"Mahmoud Elbattah","orcid":"https://orcid.org/0000-0002-5089-9160"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mahmoud Elbattah","raw_affiliation_strings":["Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072209720","display_name":"Colm Loughnane","orcid":null},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Colm Loughnane","raw_affiliation_strings":["Faculty of Science and Engineering, University of Limerick, V94 T9PX Limerick, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, University of Limerick, V94 T9PX Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102788485","display_name":"Jean-Luc Gu\u00e9rin","orcid":"https://orcid.org/0000-0003-3895-7855"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Luc Gu\u00e9rin","raw_affiliation_strings":["Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069395020","display_name":"Romuald Carette","orcid":"https://orcid.org/0000-0002-8505-7932"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romuald Carette","raw_affiliation_strings":["Evolucare Technologies, 80800 Villers-Bretonneux, France","Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Evolucare Technologies, 80800 Villers-Bretonneux, France","institution_ids":[]},{"raw_affiliation_string":"Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062038692","display_name":"Federica Cilia","orcid":"https://orcid.org/0000-0002-6729-2250"},"institutions":[{"id":"https://openalex.org/I4401041584","display_name":"Centre de recherche en psychologie : cognition, psychisme et organisations","ror":"https://ror.org/007a90f76","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401041584","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Federica Cilia","raw_affiliation_strings":["Laboratoire CRP-CPO, Universit\u00e9 de Picardie Jules Verne, 80000 Amiens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire CRP-CPO, Universit\u00e9 de Picardie Jules Verne, 80000 Amiens, France","institution_ids":["https://openalex.org/I4401041584","https://openalex.org/I4647051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001957846","display_name":"Gilles Dequen","orcid":"https://orcid.org/0000-0001-7497-1182"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gilles Dequen","raw_affiliation_strings":["Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France"],"raw_orcid":"https://orcid.org/0000-0001-7497-1182","affiliations":[{"raw_affiliation_string":"Laboratoire Mod\u00e9lisation, Information, Syst\u00e8mes (MIS), Universit\u00e9 de Picardie Jules Verne, 80080 Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044332158"],"corresponding_institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":6.2522,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.97464327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"7","issue":"5","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9883999824523926,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9837999939918518,"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":0.8453850746154785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6893197298049927},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6190062761306763},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6068973541259766},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5773024559020996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.517055332660675},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5056838989257812},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44557052850723267},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4329615533351898},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42553529143333435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453850746154785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6893197298049927},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6190062761306763},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6068973541259766},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5773024559020996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.517055332660675},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5056838989257812},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44557052850723267},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4329615533351898},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42553529143333435},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/jimaging7050083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7050083","pdf_url":"https://www.mdpi.com/2313-433X/7/5/83/pdf?version=1620029960","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:34460679","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34460679","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":"Journal of imaging","raw_type":null},{"id":"pmh:oai:ulir.ul.ie:10344/10062","is_oa":true,"landing_page_url":"http://hdl.handle.net/10344/10062","pdf_url":null,"source":{"id":"https://openalex.org/S4306401530","display_name":"University of Limerick Institutional Repository (University of Limerick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I230495080","host_organization_name":"University of Limerick","host_organization_lineage":["https://openalex.org/I230495080"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-03601452v1","is_oa":true,"landing_page_url":"https://u-picardie.hal.science/hal-03601452","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.mdpi.com/2313-433X/7/5/83","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:3f6851a488504a5fb9ef0d7de2f45870","is_oa":true,"landing_page_url":"https://doaj.org/article/3f6851a488504a5fb9ef0d7de2f45870","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 7, Iss 5, p 83 (2021)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/19811527","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Variational_autoencoder_for_image-based_augmentation_of_eye-tracking_data/19811527","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8321343","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8321343","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging7050083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7050083","pdf_url":"https://www.mdpi.com/2313-433X/7/5/83/pdf?version=1620029960","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3158157866.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W583976950","https://openalex.org/W1532705157","https://openalex.org/W1765423497","https://openalex.org/W1964488211","https://openalex.org/W2007384358","https://openalex.org/W2011301426","https://openalex.org/W2022732461","https://openalex.org/W2025768430","https://openalex.org/W2027454453","https://openalex.org/W2053631137","https://openalex.org/W2055729185","https://openalex.org/W2095705004","https://openalex.org/W2101234009","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2123959956","https://openalex.org/W2136195777","https://openalex.org/W2143503258","https://openalex.org/W2145094598","https://openalex.org/W2154579312","https://openalex.org/W2163605009","https://openalex.org/W2177066871","https://openalex.org/W2226818677","https://openalex.org/W2293542025","https://openalex.org/W2294884347","https://openalex.org/W2324103626","https://openalex.org/W2341733275","https://openalex.org/W2394498270","https://openalex.org/W2405774341","https://openalex.org/W2490737928","https://openalex.org/W2510850936","https://openalex.org/W2581739336","https://openalex.org/W2586756136","https://openalex.org/W2747988659","https://openalex.org/W2753101863","https://openalex.org/W2766736793","https://openalex.org/W2785390226","https://openalex.org/W2786532017","https://openalex.org/W2886612741","https://openalex.org/W2889648615","https://openalex.org/W2891817692","https://openalex.org/W2896962817","https://openalex.org/W2904949623","https://openalex.org/W2916077317","https://openalex.org/W2944052783","https://openalex.org/W2948978827","https://openalex.org/W2949899814","https://openalex.org/W2960424732","https://openalex.org/W2963223306","https://openalex.org/W2963459241","https://openalex.org/W2976262266","https://openalex.org/W2979745644","https://openalex.org/W2988244882","https://openalex.org/W2997574889","https://openalex.org/W3035965352","https://openalex.org/W3043310823","https://openalex.org/W3083255269","https://openalex.org/W3099878876","https://openalex.org/W3100658966","https://openalex.org/W3117629641","https://openalex.org/W3169774297","https://openalex.org/W3210232381","https://openalex.org/W4206566734","https://openalex.org/W4394284256","https://openalex.org/W6631190155","https://openalex.org/W6640963894","https://openalex.org/W6674330103","https://openalex.org/W6675354045","https://openalex.org/W6681096077","https://openalex.org/W6713134421","https://openalex.org/W6732352146","https://openalex.org/W6788247690","https://openalex.org/W6803376173"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4392946183","https://openalex.org/W3088732000","https://openalex.org/W3196371174"],"abstract_inverted_index":{"Over":[0],"the":[1,53,104,114,145],"past":[2],"decade,":[3],"deep":[4],"learning":[5],"has":[6],"achieved":[7],"unprecedented":[8],"successes":[9],"in":[10,61,88,147],"a":[11,70,81,93,119,123,138],"diversity":[12],"of":[13,44,55,84,103],"application":[14,54,83],"domains,":[15,21],"given":[16],"large-scale":[17],"datasets.":[18],"However,":[19],"particular":[20],"such":[22,132],"as":[23,137],"healthcare,":[24],"inherently":[25],"suffer":[26],"from":[27,122],"data":[28,59,141],"paucity":[29],"and":[30,58],"imbalance.":[31],"Moreover,":[32],"datasets":[33],"could":[34,117,134],"be":[35,135],"largely":[36],"inaccessible":[37],"due":[38],"to":[39,52,98,143],"privacy":[40],"concerns,":[41],"or":[42],"lack":[43],"data-sharing":[45],"incentives.":[46],"Such":[47],"challenges":[48],"have":[49],"attached":[50],"significance":[51],"generative":[56],"modeling":[57],"augmentation":[60,142],"that":[62,113,131],"domain.":[63],"In":[64],"this":[65,67,89],"context,":[66],"study":[68],"explores":[69],"machine":[71],"learning-based":[72],"approach":[73,133],"for":[74,140],"generating":[75],"synthetic":[76],"eye-tracking":[77,105],"data.":[78],"We":[79],"explore":[80],"novel":[82],"variational":[85],"autoencoders":[86],"(VAEs)":[87],"regard.":[90],"More":[91],"specifically,":[92],"VAE":[94,115],"model":[95,116],"is":[96,128],"trained":[97],"generate":[99,118],"an":[100],"image-based":[101],"representation":[102],"output,":[106],"so-called":[107],"scanpaths.":[108],"Overall,":[109],"our":[110],"results":[111],"validate":[112],"plausible":[120],"output":[121],"limited":[124],"dataset.":[125],"Finally,":[126],"it":[127],"empirically":[129],"demonstrated":[130],"employed":[136],"mechanism":[139],"improve":[144],"performance":[146],"classification":[148],"tasks.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
