{"id":"https://openalex.org/W7225010784","doi":"https://doi.org/10.1007/s44411-026-00917-3","title":"Glioma Versus Metastasis Lesion Identification using Multi-Voxel MRS with Ensemble Random Forest: A Pilot GLIMMER Study","display_name":"Glioma Versus Metastasis Lesion Identification using Multi-Voxel MRS with Ensemble Random Forest: A Pilot GLIMMER Study","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7225010784","doi":"https://doi.org/10.1007/s44411-026-00917-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44411-026-00917-3","doi":"https://doi.org/10.1007/s44411-026-00917-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s44411-026-00917-3","pdf_url":null,"source":{"id":"https://openalex.org/S2756093218","display_name":"Bratislavske\u0301 leka\u0301rske listy/Bratislava medical journal","issn_l":"0006-9248","issn":["0006-9248","1336-0345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bratislava Medical Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025907389","display_name":"Martin \u0160tev\u00edk","orcid":"https://orcid.org/0000-0002-6824-5915","observed_orcids":["https://orcid.org/0000-0002-6824-5915"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Martin \u0160tev\u00edk","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-6824-5915","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160244519","display_name":"Jana J\u00e1grikov\u00e1","orcid":"https://orcid.org/0009-0006-8670-3816","observed_orcids":["https://orcid.org/0009-0006-8670-3816"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jana J\u00e1grikov\u00e1","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0009-0006-8670-3816","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106800984","display_name":"Veronika \u017datkuliakov\u00e1","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Veronika \u017datkuliakov\u00e1","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058319176","display_name":"Mari\u00e1n Grend\u00e1r","orcid":"https://orcid.org/0000-0002-6712-3457","observed_orcids":["https://orcid.org/0000-0002-6712-3457"]},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Mari\u00e1n Grend\u00e1r","raw_affiliation_strings":["Biomedical Centre Martin-BioMed Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-6712-3457","affiliations":[{"raw_affiliation_string":"Biomedical Centre Martin-BioMed Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103207391","display_name":"J\u00e1n S\u00fdkora","orcid":"https://orcid.org/0000-0001-5623-9131","observed_orcids":["https://orcid.org/0000-0001-5623-9131"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"J\u00e1n S\u00fdkora","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0000-0001-5623-9131","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077127067","display_name":"Martin Vor\u010d\u00e1k","orcid":"https://orcid.org/0000-0002-1117-2356","observed_orcids":["https://orcid.org/0000-0002-1117-2356"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Martin Vor\u010d\u00e1k","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-1117-2356","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158925163","display_name":"Z Ge\u0161vandtner Trabalkov\u00e1","orcid":"https://orcid.org/0009-0006-2243-3693","observed_orcids":["https://orcid.org/0009-0006-2243-3693"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Zuzana Ge\u0161vandtner Trabalkov\u00e1","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0009-0006-2243-3693","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059391482","display_name":"Marek Mal\u00edk","orcid":"https://orcid.org/0000-0001-7305-2897","observed_orcids":["https://orcid.org/0000-0001-7305-2897"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Marek Mal\u00edk","raw_affiliation_strings":["Department of Thoracic Surgery, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin University Hospital, Martin, Slovakia"],"raw_orcid":"https://orcid.org/0000-0001-7305-2897","affiliations":[{"raw_affiliation_string":"Department of Thoracic Surgery, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin University Hospital, Martin, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076438310","display_name":"Martin Kop\u00e1ni","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Martin Kop\u00e1ni","raw_affiliation_strings":["Institute of Medical Physics and Biophysics, Faculty of Medicine in Bratislava, Comenius University in Bratislava, Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Physics and Biophysics, Faculty of Medicine in Bratislava, Comenius University in Bratislava, Bratislava, Slovakia","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014508273","display_name":"J Jakus","orcid":"https://orcid.org/0000-0002-7122-0639","observed_orcids":["https://orcid.org/0000-0002-7122-0639"]},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"J\u00e1n Jaku\u0161","raw_affiliation_strings":["Biomedical Centre Martin-BioMed Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-7122-0639","affiliations":[{"raw_affiliation_string":"Biomedical Centre Martin-BioMed Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006516987","display_name":"Anton Dzian","orcid":"https://orcid.org/0000-0002-4883-3605","observed_orcids":["https://orcid.org/0000-0002-4883-3605"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Anton Dzian","raw_affiliation_strings":["Department of Thoracic Surgery, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin University Hospital, Martin, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-4883-3605","affiliations":[{"raw_affiliation_string":"Department of Thoracic Surgery, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin University Hospital, Martin, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087503172","display_name":"Kamil Zele\u0148\u00e1k","orcid":"https://orcid.org/0000-0002-0416-2985","observed_orcids":["https://orcid.org/0000-0002-0416-2985"]},"institutions":[{"id":"https://openalex.org/I4210166368","display_name":"Martin University Hospital","ror":"https://ror.org/05xpx5s03","country_code":"SK","type":"healthcare","lineage":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]},{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Kamil Zele\u0148\u00e1k","raw_affiliation_strings":["Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-0416-2985","affiliations":[{"raw_affiliation_string":"Clinic of Radiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital in Martin, Mal\u00e1 hora 4, Martin, 036 01, Slovakia","institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025907389"],"corresponding_institution_ids":["https://openalex.org/I4210166368","https://openalex.org/I74788687"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85130186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.8125,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.8125,"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.1062999963760376,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics (clinical)"},"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.03350000083446503,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glioma","display_name":"glioma","score":0.7120000123977661},{"id":"https://openalex.org/keywords/brain-metastases","display_name":"brain metastases","score":0.8330000042915344},{"id":"https://openalex.org/keywords/intracranial-lesions","display_name":"intracranial lesions","score":0.722000002861023},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8479999899864197},{"id":"https://openalex.org/keywords/peritumoral-edema","display_name":"peritumoral edema","score":0.9509999752044678},{"id":"https://openalex.org/keywords/metabolite-ratios","display_name":"metabolite ratios","score":0.6740000247955322},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.7080000042915344},{"id":"https://openalex.org/keywords/monte-carlo-feature-selection","display_name":"Monte Carlo feature selection","score":0.8579999804496765},{"id":"https://openalex.org/keywords/glimmer","display_name":"glimmer","score":0.9129999876022339}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8622999787330627},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5968999862670898},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4869000017642975},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4864000082015991},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4526999890804291},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.44269999861717224},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4041999876499176},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.39629998803138733},{"id":"https://openalex.org/C2778164965","wikidata":"https://www.wikidata.org/wiki/Q1620196","display_name":"Brain metastasis","level":4,"score":0.39239999651908875},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.3652999997138977},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.31139999628067017},{"id":"https://openalex.org/C188816634","wikidata":"https://www.wikidata.org/wiki/Q2113324","display_name":"Prospective cohort study","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C2779281540","wikidata":"https://www.wikidata.org/wiki/Q5062122","display_name":"Central nervous system disease","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C146638467","wikidata":"https://www.wikidata.org/wiki/Q10529587","display_name":"Hyperintensity","level":3,"score":0.25679999589920044},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C3019822344","wikidata":"https://www.wikidata.org/wiki/Q1541222","display_name":"Tumor grade","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44411-026-00917-3","doi":"https://doi.org/10.1007/s44411-026-00917-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s44411-026-00917-3","pdf_url":null,"source":{"id":"https://openalex.org/S2756093218","display_name":"Bratislavske\u0301 leka\u0301rske listy/Bratislava medical journal","issn_l":"0006-9248","issn":["0006-9248","1336-0345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bratislava Medical Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1560814177","https://openalex.org/W1925265226","https://openalex.org/W1963985312","https://openalex.org/W1983344064","https://openalex.org/W2006184706","https://openalex.org/W2008368065","https://openalex.org/W2042760094","https://openalex.org/W2048739945","https://openalex.org/W2081935151","https://openalex.org/W2083584712","https://openalex.org/W2087539198","https://openalex.org/W2091011326","https://openalex.org/W2096821090","https://openalex.org/W2148532836","https://openalex.org/W2151879381","https://openalex.org/W2169364707","https://openalex.org/W2340143378","https://openalex.org/W2366536035","https://openalex.org/W2418889542","https://openalex.org/W2694164768","https://openalex.org/W2885496398","https://openalex.org/W2904994887","https://openalex.org/W2947454579","https://openalex.org/W2952657089","https://openalex.org/W3000631573","https://openalex.org/W3024654886","https://openalex.org/W3045128192","https://openalex.org/W3091167916","https://openalex.org/W3108000233","https://openalex.org/W3135677351","https://openalex.org/W3138098961","https://openalex.org/W3164897029","https://openalex.org/W3174246647","https://openalex.org/W3213328870","https://openalex.org/W4211022706","https://openalex.org/W4224220579","https://openalex.org/W4281769564","https://openalex.org/W4283736338","https://openalex.org/W4297145467","https://openalex.org/W4309831431","https://openalex.org/W4310680268","https://openalex.org/W4327741323","https://openalex.org/W4380422933","https://openalex.org/W4382939947","https://openalex.org/W4394005742","https://openalex.org/W4405747027","https://openalex.org/W7117971909"],"related_works":["https://openalex.org/W2124895518","https://openalex.org/W1842969564","https://openalex.org/W4416195895","https://openalex.org/W2031445512","https://openalex.org/W2120002014","https://openalex.org/W4385541676","https://openalex.org/W2904994887","https://openalex.org/W1984249909","https://openalex.org/W1983344064","https://openalex.org/W7018684391"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-11-01T00:00:00"}