{"id":"https://openalex.org/W4406229914","doi":"https://doi.org/10.1186/s12880-024-01483-2","title":"Knowledge discovery from database: MRI radiomic features to assess recurrence risk in high-grade meningiomas","display_name":"Knowledge discovery from database: MRI radiomic features to assess recurrence risk in high-grade meningiomas","publication_year":2025,"publication_date":"2025-01-08","ids":{"openalex":"https://openalex.org/W4406229914","doi":"https://doi.org/10.1186/s12880-024-01483-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/39780070"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01483-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01483-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01483-2","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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/s12880-024-01483-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100418397","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0001-9826-1230"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I4210133534","display_name":"Henan Provincial People's Hospital","ror":"https://ror.org/03f72zw41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210133534"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Department of Radiology, Henan Provincial People's Hospital and Zhengzhou University People's Hospital, Henan Province No. 7 Weiwu, Zhengzhou City, China. 934717369@qq.com","Department of Radiology, Henan Provincial People's Hospital and Zhengzhou University People's Hospital, Henan Province No. 7 Weiwu, Zhengzhou City, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Henan Provincial People's Hospital and Zhengzhou University People's Hospital, Henan Province No. 7 Weiwu, Zhengzhou City, China. 934717369@qq.com","institution_ids":["https://openalex.org/I4210133534"]},{"raw_affiliation_string":"Department of Radiology, Henan Provincial People's Hospital and Zhengzhou University People's Hospital, Henan Province No. 7 Weiwu, Zhengzhou City, China","institution_ids":["https://openalex.org/I4210133534","https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022272072","display_name":"Lifang Hao","orcid":"https://orcid.org/0000-0001-6003-1616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lifang Hao","raw_affiliation_strings":["Department of Radiology, Liao Cheng The Third People's Hospital, Liaocheng, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Liao Cheng The Third People's Hospital, Liaocheng, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101978553","display_name":"Bin Bai","orcid":"https://orcid.org/0000-0001-6033-7578"},"institutions":[{"id":"https://openalex.org/I4210101913","display_name":"Fifth Tianjin Central Hospital","ror":"https://ror.org/01924nm42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210101913"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Bai","raw_affiliation_strings":["Department of Neurosurgery, Tianjin Fifth Central Hospital, Tianjin, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Tianjin Fifth Central Hospital, Tianjin, People's Republic of China","institution_ids":["https://openalex.org/I4210101913"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101738363","display_name":"Guijun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116517","display_name":"Shandong Provincial Hospital","ror":"https://ror.org/02ar2nf05","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116517"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijun Zhang","raw_affiliation_strings":["Department of Neurosurgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China","institution_ids":["https://openalex.org/I4210116517","https://openalex.org/I4210163399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100418397"],"corresponding_institution_ids":["https://openalex.org/I38877650","https://openalex.org/I4210133534"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":4.2596,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92480914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"25","issue":"1","first_page":"14","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11251","display_name":"Meningioma and schwannoma management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987999796867371,"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/T11173","display_name":"Neurofibromatosis and Schwannoma Cases","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.5057780742645264},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.49000564217567444},{"id":"https://openalex.org/keywords/brier-score","display_name":"Brier score","score":0.4528126120567322},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4485416114330292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4261905252933502},{"id":"https://openalex.org/keywords/proportional-hazards-model","display_name":"Proportional hazards model","score":0.4206072688102722},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.41012996435165405},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39595526456832886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3951091170310974},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.3736606240272522},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36377137899398804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32233598828315735}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5057780742645264},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.49000564217567444},{"id":"https://openalex.org/C35405484","wikidata":"https://www.wikidata.org/wiki/Q4967066","display_name":"Brier score","level":2,"score":0.4528126120567322},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4485416114330292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4261905252933502},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.4206072688102722},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.41012996435165405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39595526456832886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3951091170310974},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.3736606240272522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36377137899398804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32233598828315735},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"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":"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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053208","descriptor_name":"Kaplan-Meier Estimate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053208","descriptor_name":"Kaplan-Meier Estimate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053208","descriptor_name":"Kaplan-Meier Estimate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01483-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01483-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01483-2","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39780070","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39780070","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:11716254","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11716254","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11716254/pdf/12880_2024_Article_1483.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e8b65e4f0510478ca4e517eb59a6ab7f","is_oa":true,"landing_page_url":"https://doaj.org/article/e8b65e4f0510478ca4e517eb59a6ab7f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 25, Iss 1, Pp 1-10 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01483-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01483-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01483-2","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406229914.pdf","grobid_xml":"https://content.openalex.org/works/W4406229914.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W27185516","https://openalex.org/W1519676135","https://openalex.org/W1970706614","https://openalex.org/W1971453924","https://openalex.org/W2001178966","https://openalex.org/W2003304826","https://openalex.org/W2004023255","https://openalex.org/W2023378920","https://openalex.org/W2044465660","https://openalex.org/W2120445673","https://openalex.org/W2133650808","https://openalex.org/W2148977460","https://openalex.org/W2170590026","https://openalex.org/W2174661749","https://openalex.org/W2514175308","https://openalex.org/W2606807227","https://openalex.org/W2753067360","https://openalex.org/W2768899399","https://openalex.org/W2899938625","https://openalex.org/W2917364154","https://openalex.org/W2965681602","https://openalex.org/W3020203764","https://openalex.org/W3089289983","https://openalex.org/W3092336971","https://openalex.org/W3094532747","https://openalex.org/W3115710614","https://openalex.org/W3160978757","https://openalex.org/W3162011411","https://openalex.org/W3197636907","https://openalex.org/W4206075908","https://openalex.org/W4210853081","https://openalex.org/W4211075009","https://openalex.org/W4211103147","https://openalex.org/W4211220688","https://openalex.org/W4220855267","https://openalex.org/W4230172521","https://openalex.org/W4288038592","https://openalex.org/W4292675392","https://openalex.org/W4295949412","https://openalex.org/W4317209849","https://openalex.org/W4318822885"],"related_works":["https://openalex.org/W4293426625","https://openalex.org/W1774890144","https://openalex.org/W2728311169","https://openalex.org/W3121128755","https://openalex.org/W2051201630","https://openalex.org/W2082471284","https://openalex.org/W4300666889","https://openalex.org/W3117882524","https://openalex.org/W4323807719","https://openalex.org/W3090317061"],"abstract_inverted_index":{"Knowledge":[0],"discovery":[1],"from":[2],"MRI":[3],"radiomic":[4],"features":[5],"can":[6],"slightly":[7],"help":[8],"predict":[9],"recurrence":[10],"risk":[11],"in":[12],"HGMs.":[13],"T2WI":[14,21],"or":[15],"T1C":[16],"yielded":[17],"better":[18],"efficiency":[19],"than":[20],"+":[22],"T1C.":[23],"The":[24],"parameters":[25],"with":[26],"the":[27],"best":[28],"power":[29],"were":[30],"Mean,":[31],"Perc.99%,":[32],"WavEnLL_s-2,":[33],"Teta1":[34],"and":[35],"GrVariance.":[36]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}