{"id":"https://openalex.org/W2538785469","doi":"https://doi.org/10.1109/embc.2016.7591692","title":"Predictive models for diffuse low-grade glioma patients under chemotherapy","display_name":"Predictive models for diffuse low-grade glioma patients under chemotherapy","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2538785469","doi":"https://doi.org/10.1109/embc.2016.7591692","mag":"2538785469","pmid":"https://pubmed.ncbi.nlm.nih.gov/28269243"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7591692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5026158318","display_name":"M\u00e9riem Ben Abdallah","orcid":null},"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/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Meriem Ben Abdallah","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062288701","display_name":"Marie Blonski","orcid":null},"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/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]},{"id":"https://openalex.org/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie Blonski","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","Neuro-Oncology Unit, Nancy University Hospital, Avenue du Mar\u00e9chal de Lattre de Tassigny, Nancy, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Neuro-Oncology Unit, Nancy University Hospital, Avenue du Mar\u00e9chal de Lattre de Tassigny, Nancy, France","institution_ids":["https://openalex.org/I4210100260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017377456","display_name":"Sophie Wantz-M\u00e9zi\u00e8res","orcid":"https://orcid.org/0000-0002-8554-6728"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sophie Wantz-Mezieres","raw_affiliation_strings":["Universit\u00e9 de Lorraine, INRIA BIGS CNRS UMR 7502, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine, INRIA BIGS CNRS UMR 7502, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063320394","display_name":"Yann Gaudeau","orcid":null},"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/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Gaudeau","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","Universit\u00e9 de Strasbourg, Haguenau, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Universit\u00e9 de Strasbourg, Haguenau, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028622664","display_name":"Luc Taillandier","orcid":"https://orcid.org/0000-0002-9422-793X"},"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/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]},{"id":"https://openalex.org/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luc Taillandier","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","Neuro-Oncology Unit, Nancy University Hospital, Avenue du Mar\u00e9chal de Lattre de Tassigny, Nancy, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Neuro-Oncology Unit, Nancy University Hospital, Avenue du Mar\u00e9chal de Lattre de Tassigny, Nancy, France","institution_ids":["https://openalex.org/I4210100260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081499110","display_name":"Jean-Marie Moureaux","orcid":"https://orcid.org/0000-0002-6794-954X"},"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/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Marie Moureaux","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine - B\u00e2t D - BP 184, CNRS UMR 7039, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026158318"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210110792"],"apc_list":null,"apc_paid":null,"fwci":0.3938,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67232589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2016","issue":null,"first_page":"4357","last_page":"4360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9995999932289124,"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":0.9995999932289124,"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/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/temozolomide","display_name":"Temozolomide","score":0.8404362201690674},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.7367560863494873},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6983048915863037},{"id":"https://openalex.org/keywords/akaike-information-criterion","display_name":"Akaike information criterion","score":0.6587307453155518},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.5750789046287537},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.535872220993042},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.4858829379081726},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.48194360733032227},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.4426741600036621},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4001306891441345},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.36993151903152466},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3550602197647095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19971361756324768},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09234803915023804}],"concepts":[{"id":"https://openalex.org/C2777389519","wikidata":"https://www.wikidata.org/wiki/Q425088","display_name":"Temozolomide","level":3,"score":0.8404362201690674},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.7367560863494873},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6983048915863037},{"id":"https://openalex.org/C126674687","wikidata":"https://www.wikidata.org/wiki/Q1662573","display_name":"Akaike information criterion","level":2,"score":0.6587307453155518},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5750789046287537},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.535872220993042},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.4858829379081726},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.48194360733032227},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.4426741600036621},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4001306891441345},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.36993151903152466},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3550602197647095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19971361756324768},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09234803915023804},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077204","descriptor_name":"Temozolomide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077204","descriptor_name":"Temozolomide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077204","descriptor_name":"Temozolomide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000031","qualifier_name":"analogs & derivatives","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000031","qualifier_name":"analogs & derivatives","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000031","qualifier_name":"analogs & derivatives","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003606","descriptor_name":"Dacarbazine","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","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":2,"locations":[{"id":"doi:10.1109/embc.2016.7591692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28269243","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28269243","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1569307548","https://openalex.org/W1585339076","https://openalex.org/W1970031240","https://openalex.org/W1981472502","https://openalex.org/W1999815897","https://openalex.org/W2119838967","https://openalex.org/W2138434918","https://openalex.org/W2150093581","https://openalex.org/W2161492570","https://openalex.org/W2167560492","https://openalex.org/W2173282702","https://openalex.org/W4388251328","https://openalex.org/W6682531446"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W1531601525","https://openalex.org/W1987464952","https://openalex.org/W2735932032","https://openalex.org/W2028169157","https://openalex.org/W2360237506"],"abstract_inverted_index":{"Diffuse":[0],"low-grade":[1,81],"gliomas":[2],"are":[3,209],"rare":[4],"primitive":[5],"cerebral":[6],"tumours":[7],"of":[8,23,37,46,56,104,121,153,156,172,188,193,214,225],"adults.":[9],"These":[10],"tumors":[11],"progress":[12],"continuously":[13],"over":[14],"time":[15,114,127],"and":[16,95,123,164,181],"then":[17],"turn":[18],"to":[19,31,49,52,69,99,115,128,139,150,219,236,240],"a":[20,90,170,241],"higher":[21],"grade":[22],"malignancy":[24],"associated":[25],"with":[26,184,201,212,221],"neurological":[27],"disability,":[28],"leading":[29],"ultimately":[30],"death.":[32],"Tumour":[33],"size":[34],"is":[35,45,64,84,234],"one":[36],"the":[38,54,57,60,66,76,112,119,125,151,154,157,194,202,228,238,244],"most":[39,195],"important":[40],"prognostic":[41],"factors.":[42],"Thus,":[43],"it":[44,233],"great":[47],"importance":[48],"be":[50,100],"able":[51],"assess":[53],"volume":[55],"tumor":[58,245],"during":[59],"patients'":[61],"monitoring.":[62],"MRI":[63],"nowadays":[65],"recommended":[67],"modality":[68],"achieve":[70],"this.":[71],"Furthermore,":[72],"if":[73],"surgery":[74],"remains":[75],"first":[77],"option":[78],"for":[79,227],"diffuse":[80],"gliomas,":[82],"chemotherapy":[83,122,177],"increasingly":[85],"used":[86],"(before":[87],"or":[88,131],"after":[89],"possible":[91,235],"surgery).":[92],"However,":[93],"crucial":[94],"difficult":[96],"questions":[97],"remain":[98],"answered:":[101],"identifying":[102],"subgroups":[103],"patients":[105,174],"who":[106],"could":[107],"benefit":[108],"from":[109,217],"chemotherapy,":[110,117],"determining":[111],"best":[113],"initiate":[116],"defining":[118],"duration":[120,187],"evaluating":[124],"optimal":[126],"perform":[129],"surgery,":[130],"otherwise":[132],"radiotherapy.":[133],"In":[134],"this":[135],"study,":[136],"we":[137],"propose":[138],"help":[140],"clinicians":[141],"in":[142,243],"decision-making,":[143],"by":[144],"designing":[145],"new":[146],"predictive":[147],"models":[148,162],"dedicated":[149],"evolution":[152],"diameter":[155],"tumor.":[158],"Two":[159],"proposed":[160],"statistical":[161],"(linear":[163],"exponential)":[165],"have":[166],"been":[167,199],"validated":[168],"on":[169],"database":[171],"16":[173],"whose":[175],"temozolomide-based":[176],"lasted":[178],"between":[179],"14":[180],"32":[182],"months,":[183],"an":[185,222],"average":[186,223],"22.8":[189],"months.":[190],"The":[191,207],"selection":[192],"appropriate":[196],"model":[197],"has":[198],"achieved":[200],"corrected":[203],"Akaike's":[204],"Information":[205],"Criterion.":[206],"results":[208],"very":[210],"promising,":[211],"coefficients":[213],"determination":[215],"varying":[216],"0.79":[218],"0.97":[220],"value":[224],"0.90":[226],"linear":[229],"model.":[230],"This":[231],"shows":[232],"alert":[237],"clinician":[239],"change":[242],"diameter's":[246],"dynamics.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
