{"id":"https://openalex.org/W4366290798","doi":"https://doi.org/10.3389/fonc.2023.1105100","title":"Clinical radiomics-based machine learning versus three-dimension convolutional neural network analysis for differentiation of thymic epithelial tumors from other prevascular mediastinal tumors on chest computed tomography scan","display_name":"Clinical radiomics-based machine learning versus three-dimension convolutional neural network analysis for differentiation of thymic epithelial tumors from other prevascular mediastinal tumors on chest computed tomography scan","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4366290798","doi":"https://doi.org/10.3389/fonc.2023.1105100","pmid":"https://pubmed.ncbi.nlm.nih.gov/37143945","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10151670"},"language":"en","primary_location":{"id":"doi:10.3389/fonc.2023.1105100","doi":"https://doi.org/10.3389/fonc.2023.1105100","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2023.1105100","pdf_url":null,"source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/fonc.2023.1105100","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043529705","display_name":"Chao\u2010Chun Chang","orcid":"https://orcid.org/0000-0001-9116-8383","observed_orcids":["https://orcid.org/0000-0001-9116-8383"]},"institutions":[{"id":"https://openalex.org/I4210158999","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158999"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Chun Chang","raw_affiliation_strings":["Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014538879","display_name":"En\u2010Kuei Tang","orcid":"https://orcid.org/0000-0001-8721-8173","observed_orcids":["https://orcid.org/0000-0001-8721-8173"]},"institutions":[{"id":"https://openalex.org/I4210152230","display_name":"Kaohsiung Veterans General Hospital","ror":"https://ror.org/04jedda80","country_code":"TW","type":"funder","lineage":["https://openalex.org/I4210152230"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"En-Kuei Tang","raw_affiliation_strings":["Division of Thoracic Surgery, Department of Surgery, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Thoracic Surgery, Department of Surgery, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210152230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031519214","display_name":"Yufeng Wei","orcid":"https://orcid.org/0000-0001-6608-8488","observed_orcids":["https://orcid.org/0000-0001-6608-8488"]},"institutions":[{"id":"https://openalex.org/I4210091198","display_name":"E-Da Hospital","ror":"https://ror.org/00eh7f421","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210091198"]},{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Feng Wei","raw_affiliation_strings":["Division of Chest Medicine, Department of Internal Medicine, E-Da Cancer Hospital, Kaohsiung, Taiwan","School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Chest Medicine, Department of Internal Medicine, E-Da Cancer Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210091198"]},{"raw_affiliation_string":"School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101537581","display_name":"Chia-Ying Lin","orcid":"https://orcid.org/0000-0003-3248-2369","observed_orcids":["https://orcid.org/0000-0003-3248-2369"]},"institutions":[{"id":"https://openalex.org/I4210158999","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158999"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Ying Lin","raw_affiliation_strings":["Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022515699","display_name":"Fu\u2010Zong Wu","orcid":"https://orcid.org/0000-0003-2556-6118","observed_orcids":["https://orcid.org/0000-0003-2556-6118"]},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]},{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I4210152230","display_name":"Kaohsiung Veterans General Hospital","ror":"https://ror.org/04jedda80","country_code":"TW","type":"funder","lineage":["https://openalex.org/I4210152230"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Fu-Zong Wu","raw_affiliation_strings":["Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan","Faculty of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan","Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210152230"]},{"raw_affiliation_string":"Faculty of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078736644","display_name":"Ming-Ting Wu","orcid":"https://orcid.org/0000-0002-2850-1400","observed_orcids":["https://orcid.org/0000-0002-2850-1400"]},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I4210152230","display_name":"Kaohsiung Veterans General Hospital","ror":"https://ror.org/04jedda80","country_code":"TW","type":"funder","lineage":["https://openalex.org/I4210152230"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Ting Wu","raw_affiliation_strings":["Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan","Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan","School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210152230"]},{"raw_affiliation_string":"Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101775980","display_name":"Yi\u2010Sheng Liu","orcid":"https://orcid.org/0000-0002-3279-5878","observed_orcids":["https://orcid.org/0000-0002-3279-5878"]},"institutions":[{"id":"https://openalex.org/I4210158999","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158999"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Sheng Liu","raw_affiliation_strings":["Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020831161","display_name":"Yi\u2010Ting Yen","orcid":"https://orcid.org/0000-0001-5119-6646","observed_orcids":["https://orcid.org/0000-0001-5119-6646"]},"institutions":[{"id":"https://openalex.org/I4210158999","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158999"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yi-Ting Yen","raw_affiliation_strings":["Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","Division of Trauma and Acute Care Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]},{"raw_affiliation_string":"Division of Trauma and Acute Care Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067738548","display_name":"Mi-Chia Ma","orcid":"https://orcid.org/0000-0003-1949-3004","observed_orcids":["https://orcid.org/0000-0003-1949-3004"]},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Mi-Chia Ma","raw_affiliation_strings":["Department of Statistics and Institute of Data Science, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Institute of Data Science, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060246976","display_name":"Yau\u2010Lin Tseng","orcid":"https://orcid.org/0000-0003-4364-2428","observed_orcids":["https://orcid.org/0000-0003-4364-2428","https://orcid.org/0000-0001-6454-649X"]},"institutions":[{"id":"https://openalex.org/I4210158999","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158999"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yau-Lin Tseng","raw_affiliation_strings":["Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020831161","https://openalex.org/A5067738548"],"corresponding_institution_ids":["https://openalex.org/I4210158999","https://openalex.org/I91807558"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":1.8273,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83597407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"1105100","last_page":"1105100"},"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":0.9984999895095825,"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":0.9984999895095825,"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/T11271","display_name":"Myasthenia Gravis and Thymoma","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/thymic-epithelial-tumors","display_name":"thymic epithelial tumors","score":0.9980000257492065},{"id":"https://openalex.org/keywords/radiomics","display_name":"radiomics","score":0.9459999799728394},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8500000238418579},{"id":"https://openalex.org/keywords/chest-ct","display_name":"chest CT","score":0.8109999895095825},{"id":"https://openalex.org/keywords/tumor-differentiation","display_name":"tumor differentiation","score":0.6729999780654907},{"id":"https://openalex.org/keywords/lightgbm","display_name":"LightGBM","score":0.7350000143051147},{"id":"https://openalex.org/keywords/extra-tree-classifier","display_name":"extra tree classifier","score":0.5870000123977661},{"id":"https://openalex.org/keywords/myasthenia-gravis","display_name":"myasthenia gravis","score":0.8360000252723694},{"id":"https://openalex.org/keywords/mediastinal-cyst","display_name":"mediastinal cyst","score":0.7829999923706055},{"id":"https://openalex.org/keywords/malignant-germ-cell-tumors","display_name":"malignant germ cell tumors","score":0.8019999861717224},{"id":"https://openalex.org/keywords/mediastinal-lymphoma","display_name":"mediastinal lymphoma","score":0.9190000295639038},{"id":"https://openalex.org/keywords/mediastinal-teratoma","display_name":"mediastinal teratoma","score":0.9779999852180481}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.780167818069458},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6408839225769043},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.6178042888641357},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.45917534828186035},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4493166506290436},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4395723044872284},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43848296999931335},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.39043521881103516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.292702317237854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2840169668197632},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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":4,"locations":[{"id":"doi:10.3389/fonc.2023.1105100","doi":"https://doi.org/10.3389/fonc.2023.1105100","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2023.1105100","pdf_url":null,"source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10151670","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10151670","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10151670/pdf/fonc-13-1105100.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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Oncol","raw_type":"Text"},{"id":"pmid:37143945","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37143945","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,"listed_in":[],"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":"Frontiers in oncology","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:90aab23a651c42bea599486ee81a6e97","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/90aab23a651c42bea599486ee81a6e97","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,"listed_in":[],"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":"Frontiers in Oncology, Vol 13 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fonc.2023.1105100","doi":"https://doi.org/10.3389/fonc.2023.1105100","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2023.1105100","pdf_url":null,"source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9537000060081482,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G4606116241","display_name":"Combination of Machine Learning and Dynamic Contrast Enhanced Magnetic Resonance Imaging for Differentiating Anterior Mediastinal Tumor","funder_award_id":"MOST110-2314-B006-103","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4924560484","display_name":null,"funder_award_id":"NCKUH-11103026","funder_id":"https://openalex.org/F4320322933","funder_display_name":"National Cheng Kung University Hospital"},{"id":"https://openalex.org/G6258993389","display_name":null,"funder_award_id":"NCKUH-11201007","funder_id":"https://openalex.org/F4320322933","funder_display_name":"National Cheng Kung University Hospital"},{"id":"https://openalex.org/G7862339601","display_name":"Using Wireless Inertial Measurement Unit and Respiratory Gating Assist Percutaneous Computed Tomography-Guided Punctures","funder_award_id":"MOST111-2314-B006-106","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322933","display_name":"National Cheng Kung University Hospital","ror":"https://ror.org/04zx3rq17"},{"id":"https://openalex.org/F4320324663","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366290798.pdf","grobid_xml":"https://content.openalex.org/works/W4366290798.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2009381346","https://openalex.org/W2076886257","https://openalex.org/W2097596497","https://openalex.org/W2128739912","https://openalex.org/W2482340213","https://openalex.org/W2607616723","https://openalex.org/W2617669016","https://openalex.org/W2767128594","https://openalex.org/W2781552697","https://openalex.org/W2793509398","https://openalex.org/W2809254203","https://openalex.org/W2900422713","https://openalex.org/W2917364154","https://openalex.org/W2947025879","https://openalex.org/W3013036428","https://openalex.org/W3016376918","https://openalex.org/W3044340339","https://openalex.org/W3082529219","https://openalex.org/W3083622693","https://openalex.org/W3094035514","https://openalex.org/W3121045849","https://openalex.org/W3164452798","https://openalex.org/W3193266809","https://openalex.org/W3197234148","https://openalex.org/W4200153631","https://openalex.org/W4200268918","https://openalex.org/W4205965700"],"related_works":["https://openalex.org/W4221131374","https://openalex.org/W4386263507","https://openalex.org/W3009755586","https://openalex.org/W4280506004","https://openalex.org/W3134563761","https://openalex.org/W4401777086","https://openalex.org/W4389055084","https://openalex.org/W7117531837","https://openalex.org/W3016376918","https://openalex.org/W4411039845"],"abstract_inverted_index":{"Purpose:":[0],"To":[1],"compare":[2],"the":[3,141,146,186,198,238,254,272],"diagnostic":[4],"performance":[5,162,184,214,236,270],"of":[6,163,215,274],"radiomic":[7,164,216,262],"analysis":[8,102,136,165,217],"with":[9,14,40,153,158,166,172,205,210,218,224],"machine":[10,167,219,265],"learning":[11,168,220,266],"(ML)":[12],"model":[13,106,110,169,189,221,241,257],"a":[15],"convolutional":[16],"neural":[17],"network":[18],"(CNN)":[19],"in":[20,38,48,271],"differentiating":[21],"thymic":[22],"epithelial":[23],"tumors":[24,30],"(TETs)":[25],"from":[26,116,276],"other":[27,159,211,277],"prevascular":[28],"mediastinal":[29],"(PMTs).":[31],"Methods:":[32],"A":[33],"retrospective":[34],"study":[35,251],"was":[36],"performed":[37,138],"patients":[39,152,157,204,209],"PMTs":[41,118,278],"and":[42,60,70,82,96,103,107,126,131,155,207,261],"undergoing":[43],"surgical":[44],"resection":[45],"or":[46],"biopsy":[47],"National":[49],"Cheng":[50],"Kung":[51],"University":[52],"Hospital,":[53,57,64],"Tainan,":[54],"Taiwan,":[55,59],"E-Da":[56],"Kaohsiung,":[58,65],"Kaohsiung":[61],"Veterans":[62],"General":[63],"Taiwan":[66],"between":[67],"January":[68],"2010":[69],"December":[71],"2019.":[72],"Clinical":[73],"data":[74],"including":[75],"age,":[76],"sex,":[77],"myasthenia":[78],"gravis":[79],"(MG)":[80],"symptoms":[81],"pathologic":[83],"diagnosis":[84],"were":[85,89,111,137,150,202],"collected.":[86],"The":[87,128,161,213],"datasets":[88],"divided":[90],"into":[91],"UECT":[92,147],"(unenhanced":[93],"computed":[94,99],"tomography)":[95,100],"CECT":[97,199],"(enhanced":[98],"for":[101],"modelling.":[104],"Radiomics":[105],"3D":[108,187,239,284],"CNN":[109,188,240,285],"used":[112],"to":[113,139],"differentiate":[114],"TETs":[115,154,206,275],"non-TET":[117],"(including":[119],"cyst,":[120],"malignant":[121],"germ":[122],"cell":[123],"tumor,":[124],"lymphoma":[125],"teratoma).":[127],"macro":[129],"F1-score":[130,191,243],"receiver":[132],"operating":[133],"characteristic":[134],"(ROC)":[135],"evaluate":[140],"prediction":[142,256],"models.":[143],"Result:":[144],"In":[145,197],"dataset,":[148,200],"there":[149,201],"297":[151],"79":[156],"PMTs.":[160,212],"using":[170,222,264],"LightGBM":[171,223],"Extra":[173,225],"Tree":[174,226],"(macro":[175,190,227,242],"F1-Score":[176,228],"=":[177,180,192,195,229,232,244,247],"83.95%,":[178],"ROC-AUC":[179,194,231,246],"0.9117)":[181],"had":[182,234],"better":[183,235,268],"than":[185,237,283],"75.54%,":[193],"0.9015).":[196],"296":[203],"77":[208],"85.65%,":[230],"0.9464)":[233],"81.01%,":[245],"0.9275).":[248],"Conclusion:":[249],"Our":[250],"revealed":[252],"that":[253],"individualized":[255],"integrating":[258],"clinical":[259],"information":[260],"features":[263],"demonstrated":[267],"predictive":[269],"differentiation":[273],"at":[279],"chest":[280],"CT":[281],"scan":[282],"model.":[286]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-04-20T00:00:00"}
