{"id":"https://openalex.org/W3012612365","doi":"https://doi.org/10.1007/s10278-020-00330-4","title":"Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning","display_name":"Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning","publication_year":2020,"publication_date":"2020-03-23","ids":{"openalex":"https://openalex.org/W3012612365","doi":"https://doi.org/10.1007/s10278-020-00330-4","mag":"3012612365","pmid":"https://pubmed.ncbi.nlm.nih.gov/32206943"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-020-00330-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-020-00330-4","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522129","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015734596","display_name":"Felipe Andr\u00e9 Zeiser","orcid":"https://orcid.org/0000-0002-1102-7722"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Felipe Andr\u00e9 Zeiser","raw_affiliation_strings":["Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]},{"raw_affiliation_string":"Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024617531","display_name":"Cristiano Andr\u00e9 da Costa","orcid":"https://orcid.org/0000-0003-3859-6199"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristiano Andr\u00e9 da Costa","raw_affiliation_strings":["Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil. cac@unisinos.br","Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3859-6199","affiliations":[{"raw_affiliation_string":"Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil. cac@unisinos.br","institution_ids":["https://openalex.org/I61722147"]},{"raw_affiliation_string":"Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085094618","display_name":"Tiago Zonta","orcid":"https://orcid.org/0000-0002-1761-6552"},"institutions":[{"id":"https://openalex.org/I4210131097","display_name":"Universidade do Oeste de Santa Catarina","ror":"https://ror.org/03a6a0a65","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210131097"]},{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Zonta","raw_affiliation_strings":["Ci\u00eancias da Vida em Pesquisa, Universidade do Oeste de Santa Catarina, Chapec\u00f3, Brazil","Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ci\u00eancias da Vida em Pesquisa, Universidade do Oeste de Santa Catarina, Chapec\u00f3, Brazil","institution_ids":["https://openalex.org/I4210131097"]},{"raw_affiliation_string":"Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]},{"raw_affiliation_string":"Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000700188","display_name":"Nuno C. Marques","orcid":"https://orcid.org/0000-0002-3019-3304"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno M. C. Marques","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidade Nova de Lisboa, Almada, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidade Nova de Lisboa, Almada, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048747390","display_name":"Adriana Vial Roehe","orcid":"https://orcid.org/0000-0002-6294-7342"},"institutions":[{"id":"https://openalex.org/I134363262","display_name":"Universidade Federal de Ci\u00eancias da Sa\u00fade de Porto Alegre","ror":"https://ror.org/00x0nkm13","country_code":"BR","type":"education","lineage":["https://openalex.org/I134363262"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriana Vial Roehe","raw_affiliation_strings":["Departamento de Patologia e Medicina Legal, Universidade Federal de Ci\u00eancias da Sa\u00fade de, Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Patologia e Medicina Legal, Universidade Federal de Ci\u00eancias da Sa\u00fade de, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I134363262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012366658","display_name":"Marcelo Moreno","orcid":"https://orcid.org/0000-0003-0244-9138"},"institutions":[{"id":"https://openalex.org/I3130004620","display_name":"Universidade Federal da Fronteira Sul","ror":"https://ror.org/03z9wm572","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130004620"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Moreno","raw_affiliation_strings":["Estudos Biol\u00f3gicos e Cl\u00ednicos em Patologias Humanas, Universidade Federal da Fronteira Sul, Chapec\u00f3, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Estudos Biol\u00f3gicos e Cl\u00ednicos em Patologias Humanas, Universidade Federal da Fronteira Sul, Chapec\u00f3, Brazil","institution_ids":["https://openalex.org/I3130004620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008805433","display_name":"Rodrigo da Rosa Righi","orcid":"https://orcid.org/0000-0001-5080-7660"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo da Rosa Righi","raw_affiliation_strings":["Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Innovation Laboratory - SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]},{"raw_affiliation_string":"Software Innovation Laboratory \u2013 SOFTWARELAB, Applied Computing Graduate Program, Universidade do Vale do Rio dos Sinos \u2013 Unisinos, Av. Unisinos 950, S\u00e3o Leopoldo, 93022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015734596"],"corresponding_institution_ids":["https://openalex.org/I61722147"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":6.5287,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.97272635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"4","first_page":"858","last_page":"868"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9898999929428101,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9851999878883362,"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/computer-science","display_name":"Computer science","score":0.6944109201431274},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6745506525039673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6628836393356323},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6321257948875427},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5757112503051758},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5692999362945557},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49223747849464417},{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.4827829897403717},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.44172146916389465},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.43468767404556274},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.3599446713924408},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3062722682952881},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2805834710597992},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.19940325617790222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6944109201431274},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6745506525039673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6628836393356323},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6321257948875427},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5757112503051758},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5692999362945557},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49223747849464417},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.4827829897403717},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.44172146916389465},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.43468767404556274},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.3599446713924408},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3062722682952881},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2805834710597992},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.19940325617790222},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","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},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-020-00330-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-020-00330-4","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:32206943","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32206943","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 digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7522129","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522129","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7522129","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7522129","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G4922745564","display_name":null,"funder_award_id":"405354/2016-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W941721469","https://openalex.org/W1561051169","https://openalex.org/W1651609297","https://openalex.org/W1901129140","https://openalex.org/W1978639885","https://openalex.org/W1999478155","https://openalex.org/W2001412060","https://openalex.org/W2051695317","https://openalex.org/W2082189024","https://openalex.org/W2107411682","https://openalex.org/W2294923432","https://openalex.org/W2580480204","https://openalex.org/W2771583293","https://openalex.org/W2784257876","https://openalex.org/W2792400255","https://openalex.org/W2793956967","https://openalex.org/W2809504579","https://openalex.org/W2889646458","https://openalex.org/W2897355333","https://openalex.org/W2921766025","https://openalex.org/W4240153047"],"related_works":["https://openalex.org/W2557931800","https://openalex.org/W2116047071","https://openalex.org/W54977395","https://openalex.org/W3197491245","https://openalex.org/W1966034269","https://openalex.org/W2000845075","https://openalex.org/W1766776469","https://openalex.org/W2029515485","https://openalex.org/W1990413141","https://openalex.org/W2011788222"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-03T09:05:47.796612","created_date":"2025-10-10T00:00:00"}