{"id":"https://openalex.org/W3003190198","doi":"https://doi.org/10.1038/s41746-020-0219-5","title":"Individual-patient prediction of meningioma malignancy and survival using the Surveillance, Epidemiology, and End Results database","display_name":"Individual-patient prediction of meningioma malignancy and survival using the Surveillance, Epidemiology, and End Results database","publication_year":2020,"publication_date":"2020-01-30","ids":{"openalex":"https://openalex.org/W3003190198","doi":"https://doi.org/10.1038/s41746-020-0219-5","mag":"3003190198","pmid":"https://pubmed.ncbi.nlm.nih.gov/32025573"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-020-0219-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-0219-5","pdf_url":"https://www.nature.com/articles/s41746-020-0219-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-020-0219-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039544326","display_name":"Jeremy T. Moreau","orcid":"https://orcid.org/0000-0002-6545-7525"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I2799950917","display_name":"Montreal Children's Hospital","ror":"https://ror.org/04wc5jk96","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799950917"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jeremy T. Moreau","raw_affiliation_strings":["1McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC Canada","2Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children's Hospital, Montreal, QC Canada","McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6545-7525","affiliations":[{"raw_affiliation_string":"1McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC Canada","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"2Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children's Hospital, Montreal, QC Canada","institution_ids":["https://openalex.org/I2799950917"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083090050","display_name":"Todd C. Hankinson","orcid":"https://orcid.org/0000-0002-6288-9496"},"institutions":[{"id":"https://openalex.org/I4210092952","display_name":"Morgan Adams Foundation","ror":"https://ror.org/00ghy1a10","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210092952"]},{"id":"https://openalex.org/I4210096275","display_name":"Children's Hospital Colorado","ror":"https://ror.org/00mj9k629","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096275"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd C. Hankinson","raw_affiliation_strings":["3Department of Pediatric Neurosurgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, CO USA","Morgan Adams Foundation Pediatric Brain Tumor Research Program, Aurora, CO USA","Department of Pediatric Neurosurgery, Children\u2019s Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3Department of Pediatric Neurosurgery, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, CO USA","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Morgan Adams Foundation Pediatric Brain Tumor Research Program, Aurora, CO USA","institution_ids":["https://openalex.org/I4210092952"]},{"raw_affiliation_string":"Department of Pediatric Neurosurgery, Children\u2019s Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039434268","display_name":"Sylvain Baillet","orcid":"https://orcid.org/0000-0002-6762-5713"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sylvain Baillet","raw_affiliation_strings":["1McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC Canada","McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6762-5713","affiliations":[{"raw_affiliation_string":"1McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC Canada","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076933381","display_name":"Roy Dudley","orcid":"https://orcid.org/0000-0003-4437-0823"},"institutions":[{"id":"https://openalex.org/I2799950917","display_name":"Montreal Children's Hospital","ror":"https://ror.org/04wc5jk96","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799950917"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roy W. R. Dudley","raw_affiliation_strings":["2Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children's Hospital, Montreal, QC Canada","Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children\u2019s Hospital, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children's Hospital, Montreal, QC Canada","institution_ids":["https://openalex.org/I2799950917"]},{"raw_affiliation_string":"Department of Pediatric Surgery, Division of Neurosurgery, Montreal Children\u2019s Hospital, Montreal, QC, Canada","institution_ids":["https://openalex.org/I2799950917"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5039544326"],"corresponding_institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I2799950917","https://openalex.org/I5023651"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":{"value":3590,"currency":"USD","value_usd":3590},"fwci":3.6923,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94306293,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"12","last_page":"12"},"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/T10832","display_name":"Pituitary Gland Disorders and Treatments","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/generalizability-theory","display_name":"Generalizability theory","score":0.7750577926635742},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6633023023605347},{"id":"https://openalex.org/keywords/surveillance-epidemiology-and-end-results","display_name":"Surveillance, Epidemiology, and End Results","score":0.5868183970451355},{"id":"https://openalex.org/keywords/meningioma","display_name":"Meningioma","score":0.564805805683136},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5211791396141052},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.521176278591156},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.48438960313796997},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.4567914605140686},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42829155921936035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39989998936653137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38198092579841614},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.256997674703598},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23770412802696228},{"id":"https://openalex.org/keywords/cancer-registry","display_name":"Cancer registry","score":0.20508328080177307},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13796323537826538}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7750577926635742},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6633023023605347},{"id":"https://openalex.org/C2779391198","wikidata":"https://www.wikidata.org/wiki/Q7647035","display_name":"Surveillance, Epidemiology, and End Results","level":4,"score":0.5868183970451355},{"id":"https://openalex.org/C2779160599","wikidata":"https://www.wikidata.org/wiki/Q369157","display_name":"Meningioma","level":2,"score":0.564805805683136},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5211791396141052},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.521176278591156},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.48438960313796997},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.4567914605140686},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42829155921936035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39989998936653137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38198092579841614},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.256997674703598},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23770412802696228},{"id":"https://openalex.org/C2778527826","wikidata":"https://www.wikidata.org/wiki/Q1787017","display_name":"Cancer registry","level":3,"score":0.20508328080177307},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13796323537826538},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-020-0219-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-0219-5","pdf_url":"https://www.nature.com/articles/s41746-020-0219-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:32025573","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32025573","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6992687","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6992687","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1363aeb28f3e4c40bde2134e8beffa6b","is_oa":false,"landing_page_url":"https://doaj.org/article/1363aeb28f3e4c40bde2134e8beffa6b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 3, Iss 1, Pp 1-10 (2020)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:8c580cb80a094cad8e4a04fe593e6768","is_oa":true,"landing_page_url":"https://doaj.org/article/8c580cb80a094cad8e4a04fe593e6768","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":"npj Digital Medicine, Vol 3, Iss 1, Pp 1-10 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-020-0219-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-0219-5","pdf_url":"https://www.nature.com/articles/s41746-020-0219-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1155547943","display_name":null,"funder_award_id":"436355-13","funder_id":"https://openalex.org/F4320319880","funder_display_name":"Government of Canada"},{"id":"https://openalex.org/G212064768","display_name":"BrainStorm: Highly Extensible Software for Advanced Electrophysiology and MEG/EEG Imaging","funder_award_id":"2r01eb026299-05","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2803672951","display_name":null,"funder_award_id":"R01EB026299","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G4938010194","display_name":"BrainStorm: Highly Extensible Software for Advanced Electrophysiology and MEG/EEG Imaging","funder_award_id":"1r01eb026299-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G549332107","display_name":null,"funder_award_id":"436355-13","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G6223506506","display_name":null,"funder_award_id":"1R01EB026299-01","funder_id":"https://openalex.org/F4320306085","funder_display_name":"U.S. Department of Health and Human Services"}],"funders":[{"id":"https://openalex.org/F4320306085","display_name":"U.S. Department of Health and Human Services","ror":"https://ror.org/033jnv181"},{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320319880","display_name":"Government of Canada","ror":"https://ror.org/010q4q527"},{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320326644","display_name":"Canada First Research Excellence Fund","ror":null},{"id":"https://openalex.org/F4320332074","display_name":"Fondation des Etoiles","ror":"https://ror.org/04rsrxr19"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334618","display_name":"Fonds de Recherche du Qu\u00e9bec - Sant\u00e9","ror":"https://ror.org/02eqrsj93"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3003190198.pdf","grobid_xml":"https://content.openalex.org/works/W3003190198.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W103963680","https://openalex.org/W1257569579","https://openalex.org/W1534477342","https://openalex.org/W1577375590","https://openalex.org/W1580788756","https://openalex.org/W1618905105","https://openalex.org/W1651512597","https://openalex.org/W1709659648","https://openalex.org/W1746646205","https://openalex.org/W1815808201","https://openalex.org/W1888786797","https://openalex.org/W1966130221","https://openalex.org/W1973024068","https://openalex.org/W1981448072","https://openalex.org/W2001077979","https://openalex.org/W2004910511","https://openalex.org/W2006940889","https://openalex.org/W2014833813","https://openalex.org/W2044619726","https://openalex.org/W2049727490","https://openalex.org/W2078271269","https://openalex.org/W2083927153","https://openalex.org/W2097998348","https://openalex.org/W2099337868","https://openalex.org/W2101234009","https://openalex.org/W2117812871","https://openalex.org/W2120445673","https://openalex.org/W2120579447","https://openalex.org/W2123664981","https://openalex.org/W2129326993","https://openalex.org/W2129925362","https://openalex.org/W2148977460","https://openalex.org/W2149441684","https://openalex.org/W2154039449","https://openalex.org/W2156294338","https://openalex.org/W2170450348","https://openalex.org/W2174229652","https://openalex.org/W2333982339","https://openalex.org/W2342011139","https://openalex.org/W2346768217","https://openalex.org/W2521200999","https://openalex.org/W2522628945","https://openalex.org/W2548695521","https://openalex.org/W2555950988","https://openalex.org/W2569733217","https://openalex.org/W2590328111","https://openalex.org/W2607058987","https://openalex.org/W2615376988","https://openalex.org/W2667615174","https://openalex.org/W2754018480","https://openalex.org/W2757722543","https://openalex.org/W2773328008","https://openalex.org/W2775194089","https://openalex.org/W2783385779","https://openalex.org/W2784499877","https://openalex.org/W2791038000","https://openalex.org/W2799462250","https://openalex.org/W2895486342","https://openalex.org/W2911964244","https://openalex.org/W2964331234","https://openalex.org/W3021787434","https://openalex.org/W3098949126","https://openalex.org/W3147894994","https://openalex.org/W4230172521","https://openalex.org/W6675354045","https://openalex.org/W6685124628","https://openalex.org/W6968314209"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3160494304","https://openalex.org/W3006162251"],"abstract_inverted_index":{"Meningiomas":[0],"are":[1,112],"known":[2],"to":[3,45,84,139,156,202,208],"have":[4],"relatively":[5],"lower":[6],"aggressiveness":[7],"and":[8,25,31,40,50,59,68,80,93,104,121,132,141,150,178,185,213],"better":[9],"outcomes":[10],"than":[11,162],"other":[12,192],"central":[13],"nervous":[14],"system":[15],"(CNS)":[16],"tumors.":[17,33],"However,":[18],"there":[19],"is":[20,135],"considerable":[21],"overlap":[22],"between":[23,90],"clinical":[24,98,118,159],"radiological":[26],"features":[27],"characterizing":[28],"benign,":[29],"atypical,":[30],"malignant":[32],"In":[34],"this":[35],"study,":[36],"we":[37,167],"developed":[38],"methods":[39,201],"a":[41,94],"practical":[42],"app":[43],"designed":[44],"assist":[46],"with":[47],"the":[48,65,143,170,195,197],"diagnosis":[49],"prognosis":[51],"of":[52,88,96,114,194,199],"meningiomas.":[53],"Statistical":[54],"learning":[55],"models":[56,83,111,145,172,181],"were":[57],"trained":[58],"validated":[60],"on":[61],"62,844":[62],"patients":[63],"from":[64],"Surveillance,":[66],"Epidemiology,":[67],"End":[69],"Results":[70],"database.":[71],"We":[72,107],"used":[73,164],"balanced":[74],"logistic":[75],"regression-random":[76],"forest":[77],"ensemble":[78],"classifiers":[79],"proportional":[81],"hazards":[82],"learn":[85],"multivariate":[86],"patterns":[87],"association":[89],"malignancy,":[91],"survival,":[92],"series":[95],"basic":[97],"variables-such":[99],"as":[100],"tumor":[101],"size,":[102],"location,":[103],"surgical":[105],"procedure.":[106],"demonstrate":[108,157],"that":[109,169,182],"our":[110],"capable":[113],"predicting":[115],"meaningful":[116],"individual-specific":[117],"outcome":[119],"variables":[120],"show":[122],"good":[123],"generalizability":[124],"across":[125],"16":[126],"SEER":[127],"registries.":[128],"A":[129],"free":[130],"smartphone":[131],"web":[133],"application":[134],"provided":[136],"for":[137,189],"readers":[138],"access":[140],"test":[142],"predictive":[144],"(www.meningioma.app).":[146],"Future":[147],"model":[148],"improvements":[149],"prospective":[151],"replication":[152],"will":[153,173],"be":[154,174],"necessary":[155],"true":[158],"utility.":[160],"Rather":[161],"being":[163],"in":[165],"isolation,":[166],"expect":[168],"proposed":[171],"integrated":[175],"into":[176],"larger":[177],"more":[179],"comprehensive":[180],"integrate":[183],"imaging":[184],"molecular":[186],"biomarkers.":[187],"Whether":[188],"meningiomas":[190],"or":[191],"tumors":[193],"CNS,":[196],"power":[198],"these":[200],"make":[203],"individual-patient":[204],"predictions":[205],"could":[206],"lead":[207],"improved":[209],"diagnosis,":[210],"patient":[211],"counseling,":[212],"outcomes.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2020-02-07T00:00:00"}
