{"id":"https://openalex.org/W4360847947","doi":"https://doi.org/10.3390/jimaging9040075","title":"Vasari Scoring System in Discerning between Different Degrees of Glioma and IDH Status Prediction: A Possible Machine Learning Application?","display_name":"Vasari Scoring System in Discerning between Different Degrees of Glioma and IDH Status Prediction: A Possible Machine Learning Application?","publication_year":2023,"publication_date":"2023-03-24","ids":{"openalex":"https://openalex.org/W4360847947","doi":"https://doi.org/10.3390/jimaging9040075","pmid":"https://pubmed.ncbi.nlm.nih.gov/37103226"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging9040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9040075","pdf_url":"https://www.mdpi.com/2313-433X/9/4/75/pdf?version=1679648061","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/9/4/75/pdf?version=1679648061","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042493014","display_name":"Laura Gemini","orcid":"https://orcid.org/0000-0002-0045-4673"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Gemini","raw_affiliation_strings":["Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0045-4673","affiliations":[{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]},{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001025001","display_name":"Mario Tortora","orcid":"https://orcid.org/0000-0002-4745-3061"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mario Tortora","raw_affiliation_strings":["Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4745-3061","affiliations":[{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]},{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016180101","display_name":"Pasqualina Giordano","orcid":"https://orcid.org/0000-0002-0226-6166"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pasqualina Giordano","raw_affiliation_strings":["Oncology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oncology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088781263","display_name":"Maria Evelina Prudente","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Evelina Prudente","raw_affiliation_strings":["Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050244013","display_name":"Alessandro Villa","orcid":"https://orcid.org/0000-0002-7735-980X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro Villa","raw_affiliation_strings":["Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075844036","display_name":"Ottavia Vargas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ottavia Vargas","raw_affiliation_strings":["Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010622080","display_name":"Maria Francesca Giugliano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Francesca Giugliano","raw_affiliation_strings":["Radiotherapy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiotherapy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074924104","display_name":"Francesco Somma","orcid":"https://orcid.org/0000-0002-8193-3050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francesco Somma","raw_affiliation_strings":["Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8193-3050","affiliations":[{"raw_affiliation_string":"Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080113669","display_name":"Giulia Marchello","orcid":"https://orcid.org/0000-0002-3017-3338"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210112930","display_name":"Laboratoire Jean-Alexandre Dieudonn\u00e9","ror":"https://ror.org/0274zdr66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210112930","https://openalex.org/I4210141950"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giulia Marchello","raw_affiliation_strings":["CNRS, Laboratoire J.A. Dieudonn\u00e9, Inria, Universit\u00e8 C\u00f4te d\u2019Azur, Avenue Valrose, 06108 Nice, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Laboratoire J.A. Dieudonn\u00e9, Inria, Universit\u00e8 C\u00f4te d\u2019Azur, Avenue Valrose, 06108 Nice, France","institution_ids":["https://openalex.org/I4210112930","https://openalex.org/I201841394","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044348828","display_name":"Carmela Chiaramonte","orcid":"https://orcid.org/0000-0001-6461-4595"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carmela Chiaramonte","raw_affiliation_strings":["Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108305380","display_name":"M. Gaetano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcella Gaetano","raw_affiliation_strings":["Radiotherapy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiotherapy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049594261","display_name":"Federico Frio","orcid":"https://orcid.org/0000-0002-0010-2942"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Federico Frio","raw_affiliation_strings":["Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017563771","display_name":"Eugenio Di Giorgio","orcid":"https://orcid.org/0000-0002-8388-0167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eugenio Di Giorgio","raw_affiliation_strings":["Nuclear Medicine Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nuclear Medicine Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103753214","display_name":"Alfredo D\u2019Avino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alfredo D\u2019Avino","raw_affiliation_strings":["Pathological Anatomy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pathological Anatomy Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027854674","display_name":"Fabio Tortora","orcid":"https://orcid.org/0000-0001-7215-8147"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Tortora","raw_affiliation_strings":["Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \u201cFederico II\u201d, Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]},{"raw_affiliation_string":"Department of Advanced Biomedical Sciences, University \"Federico II\", Via Pansini, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210117450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103094323","display_name":"Vincenzo D\u2019Agostino","orcid":"https://orcid.org/0000-0003-4175-3570"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vincenzo D\u2019Agostino","raw_affiliation_strings":["Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077312511","display_name":"A. Dal Negro","orcid":"https://orcid.org/0000-0002-7904-1563"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Negro","raw_affiliation_strings":["Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7904-1563","affiliations":[{"raw_affiliation_string":"Neuroradiology Unit, Ospedale del Mare ASL NA1 Centro, Via Enrico Russo, 80147 Naples, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5001025001"],"corresponding_institution_ids":["https://openalex.org/I4210117450"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":6.8345,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97182605,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"9","issue":"4","first_page":"75","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9997000098228455,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.7693616151809692},{"id":"https://openalex.org/keywords/isocitrate-dehydrogenase","display_name":"Isocitrate dehydrogenase","score":0.6993837356567383},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6967152953147888},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5608274936676025},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.5351271033287048},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.5283164381980896},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5182371139526367},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.5047158002853394},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5017306804656982},{"id":"https://openalex.org/keywords/univariate-analysis","display_name":"Univariate analysis","score":0.4943661689758301},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4805762767791748},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.45139217376708984},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.44730374217033386},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.41687777638435364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4055285155773163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35723111033439636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30046990513801575},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2636556625366211},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1401510238647461}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.7693616151809692},{"id":"https://openalex.org/C2777150147","wikidata":"https://www.wikidata.org/wiki/Q261968","display_name":"Isocitrate dehydrogenase","level":3,"score":0.6993837356567383},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6967152953147888},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5608274936676025},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.5351271033287048},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5283164381980896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5182371139526367},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.5047158002853394},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5017306804656982},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.4943661689758301},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4805762767791748},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.45139217376708984},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.44730374217033386},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.41687777638435364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4055285155773163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35723111033439636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30046990513801575},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2636556625366211},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1401510238647461},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging9040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9040075","pdf_url":"https://www.mdpi.com/2313-433X/9/4/75/pdf?version=1679648061","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:37103226","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37103226","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10143099","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10143099","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10143099/pdf/jimaging-09-00075.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":"J Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c6517ee257b94d499066a9be62e6e201","is_oa":true,"landing_page_url":"https://doaj.org/article/c6517ee257b94d499066a9be62e6e201","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":"Journal of Imaging, Vol 9, Iss 4, p 75 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jimaging9040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9040075","pdf_url":"https://www.mdpi.com/2313-433X/9/4/75/pdf?version=1679648061","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360847947.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2030828764","https://openalex.org/W2040827479","https://openalex.org/W2064214863","https://openalex.org/W2077238331","https://openalex.org/W2104669585","https://openalex.org/W2126817554","https://openalex.org/W2134807618","https://openalex.org/W2168784615","https://openalex.org/W2324831824","https://openalex.org/W2460918282","https://openalex.org/W2465688795","https://openalex.org/W2531051695","https://openalex.org/W2541358162","https://openalex.org/W2612201027","https://openalex.org/W2613777097","https://openalex.org/W2766525247","https://openalex.org/W2782510979","https://openalex.org/W2891393461","https://openalex.org/W2897228009","https://openalex.org/W2898788578","https://openalex.org/W2904994887","https://openalex.org/W3034114378","https://openalex.org/W3110787789","https://openalex.org/W3123191059","https://openalex.org/W3127739024","https://openalex.org/W3158735907","https://openalex.org/W3174246647","https://openalex.org/W3210179307","https://openalex.org/W4205771114","https://openalex.org/W4210743756","https://openalex.org/W4210837388","https://openalex.org/W4223483061","https://openalex.org/W4224220579","https://openalex.org/W4281554379","https://openalex.org/W4289109286","https://openalex.org/W4307817489","https://openalex.org/W4320494265"],"related_works":["https://openalex.org/W346701668","https://openalex.org/W2058770031","https://openalex.org/W2978950873","https://openalex.org/W1520041382","https://openalex.org/W3185195364","https://openalex.org/W1557898514","https://openalex.org/W3029726485","https://openalex.org/W3032557428","https://openalex.org/W2047547195","https://openalex.org/W4362733354"],"abstract_inverted_index":{"(1)":[0],"The":[1,85,251],"aim":[2],"of":[3,11,26,76,99,153,194,197,204,245,255],"our":[4],"study":[5,44],"is":[6],"to":[7,95,146,163,222,238],"evaluate":[8,96],"the":[9,12,23,97,100,125,135,159,166,181,195,202,223,226,240],"capacity":[10],"Visually":[13],"AcceSAble":[14],"Rembrandt":[15],"Images":[16],"(VASARI)":[17],"scoring":[18],"system":[19],"in":[20,38,144],"discerning":[21],"between":[22],"different":[24],"degrees":[25],"glioma":[27],"and":[28,65,82,106,114,118,128,134,169,183,201,212,242,253],"Isocitrate":[29],"Dehydrogenase":[30],"(IDH)":[31],"status":[32,185,244],"predictions,":[33],"with":[34,50,72,138,247],"a":[35,103,107,119,154],"possible":[36],"application":[37],"machine":[39,267],"learning.":[40],"(2)":[41],"A":[42,90],"retrospective":[43],"was":[45,70,88,93,178],"conducted":[46,94],"on":[47],"126":[48],"patients":[49],"gliomas":[51],"(M/F":[52],"=":[53],"75/51;":[54],"mean":[55],"age:":[56],"55.30),":[57],"from":[58],"which":[59],"we":[60,157],"obtained":[61],"their":[62],"histological":[63],"grade":[64,168,182,241],"molecular":[66],"status.":[67],"Each":[68],"patient":[69],"analyzed":[71],"all":[73],"25":[74],"features":[75,234],"VASARI,":[77],"blinded":[78],"by":[79,192],"two":[80],"residents":[81],"three":[83],"neuroradiologists.":[84],"interobserver":[86],"agreement":[87],"assessed.":[89],"statistical":[91],"analysis":[92],"distribution":[98],"observations":[101],"using":[102],"box":[104],"plot":[105],"bar":[108],"plot.":[109],"We":[110,122],"then":[111],"performed":[112],"univariate":[113],"multivariate":[115],"logistic":[116],"regressions":[117],"Wald":[120],"test.":[121],"also":[123],"calculated":[124],"odds":[126],"ratios":[127],"confidence":[129],"intervals":[130],"for":[131,265],"each":[132],"variable":[133],"evaluation":[136,193],"matrices":[137],"receiver":[139],"operating":[140],"characteristic":[141],"(ROC)":[142],"curves":[143],"order":[145],"identify":[147],"cut-off":[148],"values":[149,229],"that":[150],"are":[151],"predictive":[152],"diagnosis.":[155],"Finally,":[156],"did":[158],"Pearson":[160],"correlation":[161],"test":[162],"see":[164],"if":[165],"variables":[167],"IDH":[170,184,243],"were":[171,188],"correlated.":[172],"(3)":[173],"An":[174],"excellent":[175],"ICC":[176],"estimate":[177],"obtained.":[179],"For":[180],"prediction,":[186],"there":[187],"statistically":[189],"significant":[190],"results":[191],"degree":[196],"post-contrast":[198],"impregnation":[199],"(F4)":[200],"percentage":[203],"impregnated":[205,209],"area":[206,210,224],"(F5),":[207],"not":[208],"(F6),":[211],"necrotic":[213],"(F7)":[214],"tissue.":[215],"These":[216],"models":[217],"showed":[218],"good":[219],"performances":[220],"according":[221],"under":[225],"curve":[227],"(AUC)":[228],"(>70%).":[230],"(4)":[231],"Specific":[232],"MRI":[233],"can":[235,262],"be":[236,263],"used":[237,264],"predict":[239],"gliomas,":[246],"important":[248],"prognostic":[249],"implications.":[250],"standardization":[252],"improvement":[254],"these":[256],"data":[257],"(aim:":[258],"AUC":[259],">":[260],"80%)":[261],"programming":[266],"learning":[268],"software.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}