{"id":"https://openalex.org/W4327701572","doi":"https://doi.org/10.1007/s10278-023-00798-w","title":"Automatic Classification of Mass Shape and Margin on Mammography with Artificial Intelligence: Deep CNN Versus Radiomics","display_name":"Automatic Classification of Mass Shape and Margin on Mammography with Artificial Intelligence: Deep CNN Versus Radiomics","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327701572","doi":"https://doi.org/10.1007/s10278-023-00798-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/36932250"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-023-00798-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-023-00798-w","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://pmc.ncbi.nlm.nih.gov/articles/PMC10406738/pdf/10278_2023_Article_798.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025643420","display_name":"Longxiu Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I4210119554","display_name":"Yancheng First People's Hospital","ror":"https://ror.org/02rbkz523","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119554"]},{"id":"https://openalex.org/I4210153519","display_name":"First Affiliated Hospital of Soochow University","ror":"https://ror.org/051jg5p78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153519"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longxiu Qi","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China","Department of Radiology, The First People's Hospital of Yancheng, Yancheng City, Jiangsu Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210153519"]},{"raw_affiliation_string":"Department of Radiology, The First People's Hospital of Yancheng, Yancheng City, Jiangsu Province, China","institution_ids":["https://openalex.org/I4210119554","https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452450","display_name":"Xing L\u00fc","orcid":"https://orcid.org/0000-0001-6517-7497"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xing Lu","raw_affiliation_strings":["Sanmed Biotech Inc, Zhuhai City, Guangzhou Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanmed Biotech Inc, Zhuhai City, Guangzhou Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057203150","display_name":"Hailin Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094233","display_name":"Suzhou Kowloon Hospital","ror":"https://ror.org/00kkxne40","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210094233"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailin Shen","raw_affiliation_strings":["Department of Radiology, Suzhou Kowloon Hospital, Shanghai Jiaotong University School of Medicine, Jiangsu Province, 215028, Suzhou City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Suzhou Kowloon Hospital, Shanghai Jiaotong University School of Medicine, Jiangsu Province, 215028, Suzhou City, China","institution_ids":["https://openalex.org/I4210094233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063383161","display_name":"Qilei Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I4210114781","display_name":"Wuxi Fourth People's Hospital","ror":"https://ror.org/02ar02c28","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qilei Gao","raw_affiliation_strings":["Department of Radiology, Affiliated Hospital of Jiangnan University, Wuxi City, Jiangsu Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Affiliated Hospital of Jiangnan University, Wuxi City, Jiangsu Province, China","institution_ids":["https://openalex.org/I111599522","https://openalex.org/I4210114781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101670509","display_name":"Zhigang Han","orcid":"https://orcid.org/0000-0002-9993-3382"},"institutions":[{"id":"https://openalex.org/I4210086862","display_name":"Hainan Maternal and Child Health Hospital","ror":"https://ror.org/000aph098","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210086862"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Han","raw_affiliation_strings":["Department of Radiology, Huaian Maternal and Child Health Hospital, Huaian City, Jiangsu Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huaian Maternal and Child Health Hospital, Huaian City, Jiangsu Province, China","institution_ids":["https://openalex.org/I4210086862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370161","display_name":"Jianguo Zhu","orcid":"https://orcid.org/0000-0002-9763-4047"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianguo Zhu","raw_affiliation_strings":["Department of Radiology, Xinghai Hospital of Suzhou Industry Park, Suzhou City, Jiangsu Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Xinghai Hospital of Suzhou Industry Park, Suzhou City, Jiangsu Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101819732","display_name":"Meng You","orcid":"https://orcid.org/0000-0002-0380-3760"},"institutions":[{"id":"https://openalex.org/I4210116071","display_name":"Suzhou Municipal Hospital","ror":"https://ror.org/02cdyrc89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116071"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Meng","raw_affiliation_strings":["Department of Breast Surgery, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Breast Surgery, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China","institution_ids":["https://openalex.org/I4210116071","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835584","display_name":"Linhua Wang","orcid":"https://orcid.org/0000-0002-6717-860X"},"institutions":[{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linhua Wang","raw_affiliation_strings":["Department of Radiology, the Affiliated Hospital of Xuzhou Medical University, Xuzhou City, Jiangsu Province, China. 983479928@qq.com","Department of Radiology, the Affiliated Hospital of Xuzhou Medical University, Xuzhou City, Jiangsu Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the Affiliated Hospital of Xuzhou Medical University, Xuzhou City, Jiangsu Province, China. 983479928@qq.com","institution_ids":["https://openalex.org/I177388780"]},{"raw_affiliation_string":"Department of Radiology, the Affiliated Hospital of Xuzhou Medical University, Xuzhou City, Jiangsu Province, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103267940","display_name":"Shuangqing Chen","orcid":"https://orcid.org/0000-0002-1504-4773"},"institutions":[{"id":"https://openalex.org/I4210116071","display_name":"Suzhou Municipal Hospital","ror":"https://ror.org/02cdyrc89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116071"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuangqing Chen","raw_affiliation_strings":["Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Jiangsu Province, 215001, Suzhou City, China. sznaonao@163.com","Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Jiangsu Province, 215001, Suzhou City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Jiangsu Province, 215001, Suzhou City, China. sznaonao@163.com","institution_ids":["https://openalex.org/I4210116071"]},{"raw_affiliation_string":"Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Jiangsu Province, 215001, Suzhou City, China","institution_ids":["https://openalex.org/I4210116071","https://openalex.org/I83519826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100364641","display_name":"Yonggang Li","orcid":"https://orcid.org/0000-0001-8974-3094"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I4210153519","display_name":"First Affiliated Hospital of Soochow University","ror":"https://ror.org/051jg5p78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153519"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yonggang Li","raw_affiliation_strings":["Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China. liyonggang224@163.com","Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China"],"raw_orcid":"https://orcid.org/0000-0001-8974-3094","affiliations":[{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China. liyonggang224@163.com","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210153519"]},{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of Soochow University, Jiangsu Province, Jiangsu Province, 215006, Suzhou City, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210153519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5100364641","https://openalex.org/A5101835584","https://openalex.org/A5103267940"],"corresponding_institution_ids":["https://openalex.org/I177388780","https://openalex.org/I3923682","https://openalex.org/I4210116071","https://openalex.org/I4210153519","https://openalex.org/I83519826"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":1.4553,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81571452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"36","issue":"4","first_page":"1314","last_page":"1322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":0.9993000030517578,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8436809182167053},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.677430272102356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6315106153488159},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5865015387535095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5648796558380127},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5365580916404724},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.49932098388671875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46429643034935},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.45714548230171204},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4316178858280182},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.139845073223114}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8436809182167053},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.677430272102356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6315106153488159},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5865015387535095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5648796558380127},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5365580916404724},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.49932098388671875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46429643034935},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.45714548230171204},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4316178858280182},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.139845073223114},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-023-00798-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-023-00798-w","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:36932250","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36932250","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:10406738","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10406738","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10406738/pdf/10278_2023_Article_798.pdf","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:10406738","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10406738","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10406738/pdf/10278_2023_Article_798.pdf","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":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2793938250","display_name":"\u80bf\u7624\u76f8\u5173\u5de8\u566c\u7ec6\u80de\u4ecb\u5bfc\u7684\u8111\u80f6\u8d28\u7624\u672f\u4e2d\u5b9e\u65f6\u591a\u6a21\u6001\u6210\u50cf\u4e0e\u5149\u52a8\u529b\u6cbb\u7597","funder_award_id":"81671743","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4327701572.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1995094231","https://openalex.org/W2010938273","https://openalex.org/W2017074421","https://openalex.org/W2022449692","https://openalex.org/W2026616100","https://openalex.org/W2052610616","https://openalex.org/W2068622559","https://openalex.org/W2164710647","https://openalex.org/W2170863825","https://openalex.org/W2191606157","https://openalex.org/W2381569410","https://openalex.org/W2566709478","https://openalex.org/W2664267452","https://openalex.org/W2762481118","https://openalex.org/W2767128594","https://openalex.org/W2784094280","https://openalex.org/W2796925382","https://openalex.org/W2963446712"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W3193760048","https://openalex.org/W4285822516","https://openalex.org/W2379140333"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}