{"id":"https://openalex.org/W4387773899","doi":"https://doi.org/10.1186/s12880-023-01116-0","title":"Changes in radiomic and radiologic features in meningiomas after radiation therapy","display_name":"Changes in radiomic and radiologic features in meningiomas after radiation therapy","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387773899","doi":"https://doi.org/10.1186/s12880-023-01116-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/37858048"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-023-01116-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01116-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01116-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01116-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065319438","display_name":"Sang Won Jo","orcid":"https://orcid.org/0000-0001-6755-3652"},"institutions":[{"id":"https://openalex.org/I4210151365","display_name":"Hallym University Dongtan Sacred Heart Hospital","ror":"https://ror.org/04n278m24","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210151365","https://openalex.org/I4210167048"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Won Jo","raw_affiliation_strings":["Department of Radiology, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, Gyeonggi-do, South Korea","Department of Radiology, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I4210151365"]},{"raw_affiliation_string":"Department of Radiology, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, South Korea","institution_ids":["https://openalex.org/I4210151365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101537902","display_name":"Eun Soo Kim","orcid":"https://orcid.org/0000-0001-9173-5755"},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]},{"id":"https://openalex.org/I4210086022","display_name":"Sacred Heart Hospital","ror":"https://ror.org/00cc48y91","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210086022"]},{"id":"https://openalex.org/I4210159787","display_name":"Hallym University Sacred Heart Hospital","ror":"https://ror.org/04ngysf93","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210159787","https://openalex.org/I4210167048"]}],"countries":["KR","NG"],"is_corresponding":true,"raw_author_name":"Eun Soo Kim","raw_affiliation_strings":["Department of Radiology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, 22, Gwanpyeong-ro 170beon-gil, Dongan-gu, Anyang-si, 14068, Gyeonggi-do, Republic of Korea. silwater007@naver.com","Department of Radiology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, 22, Gwanpyeong-ro 170beon-gil, Dongan-gu, Anyang-si, 14068, Gyeonggi-do, Republic of Korea. silwater007@naver.com","institution_ids":["https://openalex.org/I4210086022","https://openalex.org/I146824383"]},{"raw_affiliation_string":"Department of Radiology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, Republic of Korea","institution_ids":["https://openalex.org/I4210159787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039222196","display_name":"Dae Young Yoon","orcid":"https://orcid.org/0000-0003-1522-0236"},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]},{"id":"https://openalex.org/I4210147999","display_name":"Kangdong Sacred Heart Hospital","ror":"https://ror.org/05mx1gf76","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210147999"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dae Young Yoon","raw_affiliation_strings":["Department of Radiology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, South Korea","institution_ids":["https://openalex.org/I4210147999","https://openalex.org/I146824383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035365873","display_name":"Mi Jung Kwon","orcid":"https://orcid.org/0000-0002-2441-0448"},"institutions":[{"id":"https://openalex.org/I4210159787","display_name":"Hallym University Sacred Heart Hospital","ror":"https://ror.org/04ngysf93","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210159787","https://openalex.org/I4210167048"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mi Jung Kwon","raw_affiliation_strings":["Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, Gyeonggi-do, South Korea","Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I4210159787"]},{"raw_affiliation_string":"Department of Pathology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang-si, South Korea","institution_ids":["https://openalex.org/I4210159787"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101537902"],"corresponding_institution_ids":["https://openalex.org/I146824383","https://openalex.org/I4210086022","https://openalex.org/I4210159787"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.6083,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84856845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"23","issue":"1","first_page":"164","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11251","display_name":"Meningioma and schwannoma management","score":0.9434999823570251,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11251","display_name":"Meningioma and schwannoma management","score":0.9434999823570251,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.018400000408291817,"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/T12193","display_name":"Trigeminal Neuralgia and Treatments","score":0.010700000450015068,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/medicine","display_name":"Medicine","score":0.7071458101272583},{"id":"https://openalex.org/keywords/meningioma","display_name":"Meningioma","score":0.620209276676178},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.594012975692749},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.5385903120040894},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.5186273455619812},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.4969208538532257},{"id":"https://openalex.org/keywords/univariate-analysis","display_name":"Univariate analysis","score":0.49161630868911743},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4798300266265869},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.4740982949733734},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.2844042181968689},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.24063116312026978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17395853996276855},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13209548592567444},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06777045130729675}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7071458101272583},{"id":"https://openalex.org/C2779160599","wikidata":"https://www.wikidata.org/wiki/Q369157","display_name":"Meningioma","level":2,"score":0.620209276676178},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.594012975692749},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.5385903120040894},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5186273455619812},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.4969208538532257},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.49161630868911743},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4798300266265869},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.4740982949733734},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.2844042181968689},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.24063116312026978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17395853996276855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13209548592567444},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06777045130729675}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008577","descriptor_name":"Meningeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D008579","descriptor_name":"Meningioma","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-023-01116-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01116-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01116-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:37858048","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37858048","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10588231","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10588231","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10588231/pdf/12880_2023_Article_1116.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:23ec33b5072e490e8ab058e3b1de4154","is_oa":true,"landing_page_url":"https://doaj.org/article/23ec33b5072e490e8ab058e3b1de4154","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 23, Iss 1, Pp 1-14 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-023-01116-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01116-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01116-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2309241821","display_name":null,"funder_award_id":"2021R1G1A1095859","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387773899.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1552912034","https://openalex.org/W1893588436","https://openalex.org/W2015902152","https://openalex.org/W2052507258","https://openalex.org/W2096998029","https://openalex.org/W2107675609","https://openalex.org/W2125418151","https://openalex.org/W2128739912","https://openalex.org/W2156665896","https://openalex.org/W2160382843","https://openalex.org/W2174661749","https://openalex.org/W2667615174","https://openalex.org/W2762559025","https://openalex.org/W2767128594","https://openalex.org/W2768804389","https://openalex.org/W2772956163","https://openalex.org/W2890249645","https://openalex.org/W2891015853","https://openalex.org/W2921588029","https://openalex.org/W2963644940","https://openalex.org/W2990087304","https://openalex.org/W3011899248","https://openalex.org/W3045506849","https://openalex.org/W3095642462","https://openalex.org/W4296347351","https://openalex.org/W4310344644","https://openalex.org/W4368342591"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W2496284264","https://openalex.org/W4205100762","https://openalex.org/W1828158523","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W2047547195","https://openalex.org/W2355414951","https://openalex.org/W2388791444","https://openalex.org/W4327609540"],"abstract_inverted_index":{"OBJECTIVES:":[0],"This":[1],"study":[2],"evaluated":[3],"the":[4,22,90,103,114,123,138,155,170,215,223],"radiologic":[5,135],"and":[6,20,40,62,99,118,125,141,163,195,220,225],"radiomic":[7,95,165,177,243,251],"features":[8,73,96,166,178,252],"extracted":[9,88,168],"from":[10,89,169],"magnetic":[11],"resonance":[12],"imaging":[13,104],"(MRI)":[14],"in":[15,27,137,154,210,250],"meningioma":[16,29,48,231],"after":[17,239,253],"radiation":[18,25,41,240,254],"therapy":[19,26,42],"investigated":[21],"impact":[23],"of":[24,143,160,202],"treating":[28],"based":[30],"on":[31],"routine":[32],"brain":[33],"MRI.":[34,91],"METHODS:":[35],"Observation":[36],"(n":[37,43,59,64],"=":[38,44,60,65],"100)":[39],"62)":[45],"patients":[46],"with":[47,130,199],"who":[49],"underwent":[50],"MRI":[51,246],"were":[52,70,87,97,128,167,179,190],"randomly":[53],"divided":[54],"(7:3":[55],"ratio)":[56],"into":[57],"training":[58,124,171,224],"118)":[61],"validation":[63,126,226],"44)":[66],"groups.":[67,187],"Radiologic":[68],"findings":[69],"analyzed.":[71],"Radiomic":[72],"(filter":[74],"types:":[75,82],"original,":[76,192],"square,":[77],"logarithm,":[78],"exponential,":[79],"wavelet;":[80],"feature":[81],"first":[83],"order,":[84],"texture,":[85],"shape)":[86],"The":[92,134,151,242],"most":[93],"significant":[94,205,248],"selected":[98],"applied":[100],"to":[101],"quantify":[102],"phenotype":[105],"using":[106,245],"random":[107],"forest":[108],"machine":[109],"learning":[110],"algorithms.":[111],"Area":[112],"under":[113],"curve":[115],"(AUC),":[116],"sensitivity,":[117],"specificity":[119],"for":[120,222],"predicting":[121],"both":[122,186],"sets":[127],"computed":[129],"multiple-hypothesis":[131],"correction.":[132],"RESULTS:":[133],"difference":[136],"maximum":[139],"area":[140],"diameter":[142],"meningiomas":[144],"between":[145,185],"two":[146],"groups":[147],"was":[148,218],"statistically":[149],"significant.":[150],"tumor":[152],"decreased":[153],"treatment":[156],"group.":[157],"A":[158],"total":[159],"241":[161],"series":[162],"1691":[164],"set.":[172],"In":[173,230],"univariate":[174],"analysis,":[175],"24":[176],"significantly":[180],"different":[181],"(P":[182,207],"<":[183,208],"0.05)":[184,209],"Best":[188],"subsets":[189],"one":[191],"three":[193],"first-order,":[194],"six":[196],"wavelet-based":[197],"features,":[198],"an":[200],"AUC":[201,217],"0.87,":[203],"showing":[204],"differences":[206],"multivariate":[211],"analysis.":[212],"When":[213],"applying":[214],"model,":[216],"0.76":[219],"0.79":[221],"set,":[227],"respectively.":[228],"CONCLUSION:":[229],"cases,":[232],"better":[233],"size":[234],"reduction":[235],"can":[236],"be":[237],"expected":[238],"treatment.":[241,255],"model":[244],"showed":[247],"changes":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}