{"id":"https://openalex.org/W4406264554","doi":"https://doi.org/10.1109/euvip61797.2024.10772863","title":"Stable Diffusion Model-Based Scintigraphy Image Synthesis: Data Augmentation Toward Enhanced Multiclass Thyroid Diagnosis","display_name":"Stable Diffusion Model-Based Scintigraphy Image Synthesis: Data Augmentation Toward Enhanced Multiclass Thyroid Diagnosis","publication_year":2024,"publication_date":"2024-09-08","ids":{"openalex":"https://openalex.org/W4406264554","doi":"https://doi.org/10.1109/euvip61797.2024.10772863"},"language":"en","primary_location":{"id":"doi:10.1109/euvip61797.2024.10772863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip61797.2024.10772863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 12th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049491814","display_name":"Ghasem Hajianfar","orcid":"https://orcid.org/0000-0001-5359-2407"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Ghasem Hajianfar","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087611160","display_name":"Maziar Sabouri","orcid":"https://orcid.org/0000-0001-7525-8952"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Maziar Sabouri","raw_affiliation_strings":["University of British Columbia,Department of Physics and Astronomy,Vancouver,British Columbia,Canada"],"affiliations":[{"raw_affiliation_string":"University of British Columbia,Department of Physics and Astronomy,Vancouver,British Columbia,Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040861172","display_name":"Abdollah Saberi","orcid":"https://orcid.org/0000-0001-7327-2558"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Abdollah Saberi Manesh","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086048556","display_name":"Soroush Bagheri","orcid":"https://orcid.org/0009-0007-6227-2166"},"institutions":[{"id":"https://openalex.org/I198876898","display_name":"Kashan University of Medical Sciences","ror":"https://ror.org/03dc0dy65","country_code":"IR","type":"education","lineage":["https://openalex.org/I198876898"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Soroush Bagheri","raw_affiliation_strings":["Kashan University of Medical Sciences,Department of Medical Physics,Kashan,Iran"],"affiliations":[{"raw_affiliation_string":"Kashan University of Medical Sciences,Department of Medical Physics,Kashan,Iran","institution_ids":["https://openalex.org/I198876898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058937819","display_name":"Mohsen Arabi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109561","display_name":"Jahrom University of Medical Sciences","ror":"https://ror.org/01yxvpn13","country_code":"IR","type":"healthcare","lineage":["https://openalex.org/I4210109561"]},{"id":"https://openalex.org/I4387153077","display_name":"Alborz University of Medical Sciences","ror":"https://ror.org/03hh69c20","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153077"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Arabi","raw_affiliation_strings":["School of Medicine, Alborz University of Medical Sciences,Department of Pathology and Radiology,Karaj,Iran"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Alborz University of Medical Sciences,Department of Pathology and Radiology,Karaj,Iran","institution_ids":["https://openalex.org/I4210109561","https://openalex.org/I4387153077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041867021","display_name":"Seyed Rasoul Zakavi","orcid":"https://orcid.org/0000-0002-8276-2134"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Rasoul Zakavi","raw_affiliation_strings":["Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran"],"affiliations":[{"raw_affiliation_string":"Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042674189","display_name":"Emran Askari","orcid":"https://orcid.org/0000-0002-2973-2251"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Emran Askari","raw_affiliation_strings":["Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran"],"affiliations":[{"raw_affiliation_string":"Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031425815","display_name":"Ali Rasouli","orcid":"https://orcid.org/0000-0002-0313-0236"},"institutions":[{"id":"https://openalex.org/I198876898","display_name":"Kashan University of Medical Sciences","ror":"https://ror.org/03dc0dy65","country_code":"IR","type":"education","lineage":["https://openalex.org/I198876898"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Rasouli","raw_affiliation_strings":["Kashan University of Medical Sciences,Department of Medical Physics,Kashan,Iran"],"affiliations":[{"raw_affiliation_string":"Kashan University of Medical Sciences,Department of Medical Physics,Kashan,Iran","institution_ids":["https://openalex.org/I198876898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104621803","display_name":"Azin Asadzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I198873322","display_name":"Golestan University","ror":"https://ror.org/046nf9z89","country_code":"IR","type":"education","lineage":["https://openalex.org/I198873322"]},{"id":"https://openalex.org/I4210127922","display_name":"Golestan University of Medical Sciences","ror":"https://ror.org/03mcx2558","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210127922"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Azin Asadzadeh","raw_affiliation_strings":["5azar hospital, Golestan University of Medical Sciences,Department of nuclear medicine,Gorgan,Iran"],"affiliations":[{"raw_affiliation_string":"5azar hospital, Golestan University of Medical Sciences,Department of nuclear medicine,Gorgan,Iran","institution_ids":["https://openalex.org/I198873322","https://openalex.org/I4210127922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081415536","display_name":"Atena Aghaee","orcid":"https://orcid.org/0000-0002-1351-3142"},"institutions":[{"id":"https://openalex.org/I165560825","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033","country_code":"IR","type":"education","lineage":["https://openalex.org/I165560825"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Atena Aghaee","raw_affiliation_strings":["Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran"],"affiliations":[{"raw_affiliation_string":"Research Center, Mashhad University of Medical Sciences,Department of Nuclear Medicine,Mashhad,Iran","institution_ids":["https://openalex.org/I165560825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081823140","display_name":"Kourosh Fattahi","orcid":null},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Kourosh Fattahi","raw_affiliation_strings":["Amirkabir University of Technology,Department of Electrical Engineering,Tehran,Iran"],"affiliations":[{"raw_affiliation_string":"Amirkabir University of Technology,Department of Electrical Engineering,Tehran,Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100498102","display_name":"Ehsan Bayat","orcid":null},"institutions":[{"id":"https://openalex.org/I39642139","display_name":"Kermanshah University of Medical Sciences","ror":"https://ror.org/05vspf741","country_code":"IR","type":"education","lineage":["https://openalex.org/I39642139"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsan Bayat","raw_affiliation_strings":["Kermanshah University of Medical Sciences,Faculty of Nuclear Medicine,Department of Medical Imaging,Kermanshah,Iran"],"affiliations":[{"raw_affiliation_string":"Kermanshah University of Medical Sciences,Faculty of Nuclear Medicine,Department of Medical Imaging,Kermanshah,Iran","institution_ids":["https://openalex.org/I39642139"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mahdi Mogharrabi","orcid":null},"institutions":[{"id":"https://openalex.org/I198873322","display_name":"Golestan University","ror":"https://ror.org/046nf9z89","country_code":"IR","type":"education","lineage":["https://openalex.org/I198873322"]},{"id":"https://openalex.org/I4210127922","display_name":"Golestan University of Medical Sciences","ror":"https://ror.org/03mcx2558","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210127922"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdi Mogharrabi","raw_affiliation_strings":["5azar hospital, Golestan University of Medical Sciences,Department of nuclear medicine,Gorgan,Iran"],"affiliations":[{"raw_affiliation_string":"5azar hospital, Golestan University of Medical Sciences,Department of nuclear medicine,Gorgan,Iran","institution_ids":["https://openalex.org/I198873322","https://openalex.org/I4210127922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049221896","display_name":"Mostafa Haghir Chehreghani","orcid":"https://orcid.org/0000-0003-3436-0541"},"institutions":[{"id":"https://openalex.org/I4210157063","display_name":"Shaheed Rajaei Cardiovascular Medical and Research Center","ror":"https://ror.org/054zftm42","country_code":"IR","type":"healthcare","lineage":["https://openalex.org/I4210157063"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Chehreghani","raw_affiliation_strings":["Iran University of Medical Science,Rajaie Cardiovascular Medical and Research Center,Tehran,Iran"],"affiliations":[{"raw_affiliation_string":"Iran University of Medical Science,Rajaie Cardiovascular Medical and Research Center,Tehran,Iran","institution_ids":["https://openalex.org/I4210157063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003433949","display_name":"Yazdan Salimi","orcid":"https://orcid.org/0000-0002-1233-9576"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yazdan Salimi","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665089","display_name":"Amirhossein Sanaat","orcid":"https://orcid.org/0000-0001-8437-2060"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amirhossein Sanaat","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041125350","display_name":"Arman Rahmin","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arman Rahmin","raw_affiliation_strings":["University of British Columbia,Department of Physics and Astronomy,Vancouver,British Columbia,Canada"],"affiliations":[{"raw_affiliation_string":"University of British Columbia,Department of Physics and Astronomy,Vancouver,British Columbia,Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004193178","display_name":"Isaac Shiri","orcid":"https://orcid.org/0000-0002-5735-0736"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Isaac Shiri","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007891293","display_name":"Habib Zaidi","orcid":"https://orcid.org/0000-0001-7559-5297"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Habib Zaidi","raw_affiliation_strings":["Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Geneva,Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5049491814"],"corresponding_institution_ids":["https://openalex.org/I4210106256"],"apc_list":null,"apc_paid":null,"fwci":0.179,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50716053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9279000163078308,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9279000163078308,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5958124995231628},{"id":"https://openalex.org/keywords/scintigraphy","display_name":"Scintigraphy","score":0.5831301212310791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4831770956516266},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4512910842895508},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39809972047805786},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3350021243095398},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26736071705818176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958124995231628},{"id":"https://openalex.org/C2779902710","wikidata":"https://www.wikidata.org/wiki/Q1130465","display_name":"Scintigraphy","level":2,"score":0.5831301212310791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4831770956516266},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4512910842895508},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39809972047805786},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3350021243095398},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26736071705818176}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/euvip61797.2024.10772863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip61797.2024.10772863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 12th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G2535296876","display_name":null,"funder_award_id":"SNSF 320030_176052","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,60,78,97,129],"objective":[1],"of":[2,10,22,29,91,99,131,143,167],"this":[3,34],"study":[4],"is":[5],"to":[6,68,85,105,110,164],"assess":[7],"the":[8,20,27,117,140,155,165],"efficacy":[9],"advanced":[11],"augmentation":[12,56,123],"techniques,":[13],"such":[14],"as":[15],"stable":[16,52,136],"diffusion,":[17],"in":[18,26,89,102,146,170],"improving":[19],"performance":[21,88],"deep":[23],"learning":[24],"models":[25,118,145],"classification":[28,156],"scintigraphic":[30,40],"thyroid":[31,49,147],"images.":[32],"In":[33],"retrospective":[35],"study,":[36],"2983":[37],"anterior":[38],"view":[39],"images":[41,133],"were":[42,58,66,80],"collected":[43],"and":[44,54,95,127],"subsequently":[45],"categorized":[46],"into":[47],"four":[48],"conditions.":[50],"Both":[51],"diffusion":[53,137],"conventional":[55],"techniques":[57],"utilized.":[59],"generated":[61,134],"images,":[62,65],"alongside":[63],"real":[64,114],"used":[67],"train":[69],"a":[70,161],"ResNet101V2":[71],"architecture":[72],"under":[73],"six":[74],"different":[75],"training":[76,103,111],"strategies.":[77],"strategies":[79],"assessed":[81],"against":[82],"external":[83],"datasets":[84],"evaluate":[86],"model":[87],"terms":[90],"accuracy,":[92],"precision,":[93],"recall,":[94],"F1-score.":[96],"use":[98],"synthetic":[100,121,132],"data":[101,122,168],"led":[104],"consistently":[106],"superior":[107],"performances":[108],"compared":[109],"with":[112,120],"only":[113,153],"data.":[115],"Specifically,":[116],"trained":[119],"demonstrated":[124],"higher":[125],"precision":[126],"recall.":[128],"incorporation":[130],"via":[135],"significantly":[138],"enhanced":[139],"diagnostic":[141],"capabilities":[142],"AI":[144],"scintigraphy":[148],"interpretation.":[149],"This":[150],"approach":[151],"not":[152],"improves":[154],"accuracy":[157],"but":[158],"also":[159],"provides":[160],"viable":[162],"solution":[163],"challenge":[166],"scarcity":[169],"medical":[171],"imaging.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
