{"id":"https://openalex.org/W4387392051","doi":"https://doi.org/10.1186/s40708-023-00207-6","title":"Deep learning-based algorithm for postoperative glioblastoma MRI segmentation: a promising new tool for tumor burden assessment","display_name":"Deep learning-based algorithm for postoperative glioblastoma MRI segmentation: a promising new tool for tumor burden assessment","publication_year":2023,"publication_date":"2023-10-06","ids":{"openalex":"https://openalex.org/W4387392051","doi":"https://doi.org/10.1186/s40708-023-00207-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/37801128"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-023-00207-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00207-6","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00207-6","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00207-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082553246","display_name":"Andrea Bianconi","orcid":"https://orcid.org/0000-0002-1014-0731"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Bianconi","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy. andrea.bianconi@edu.unito.it","Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy. andrea.bianconi@edu.unito.it","institution_ids":[]},{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016282175","display_name":"Luca Francesco Rossi","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Francesco Rossi","raw_affiliation_strings":["Dipartimento di Automatica e Informatica, Politecnico di Torino, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica e Informatica, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003184469","display_name":"Marta Bonada","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Bonada","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034458120","display_name":"Pietro Zeppa","orcid":"https://orcid.org/0000-0002-8649-3621"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Zeppa","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060348807","display_name":"Elsa Nico","orcid":null},"institutions":[{"id":"https://openalex.org/I1324766304","display_name":"Barrow Neurological Institute","ror":"https://ror.org/01fwrsq33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324766304","https://openalex.org/I1325481341","https://openalex.org/I2802827176"]},{"id":"https://openalex.org/I1325481341","display_name":"St. Joseph's Hospital and Medical Center","ror":"https://ror.org/00m72wv30","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1325481341","https://openalex.org/I2802827176"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elsa Nico","raw_affiliation_strings":["Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I1325481341","https://openalex.org/I1324766304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057557171","display_name":"Raffaele De Marco","orcid":"https://orcid.org/0000-0001-5187-4689"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaele De Marco","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057316803","display_name":"Paola Lacroce","orcid":"https://orcid.org/0000-0002-9178-0262"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Lacroce","raw_affiliation_strings":["Neurosurgery, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083062174","display_name":"Fabio Cofano","orcid":"https://orcid.org/0000-0002-5100-7478"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Cofano","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049194857","display_name":"Francesco Bruno","orcid":"https://orcid.org/0000-0001-8087-5293"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Bruno","raw_affiliation_strings":["Neurooncology, Department of Neuroscience, University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurooncology, Department of Neuroscience, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052329707","display_name":"Giovanni Morana","orcid":"https://orcid.org/0000-0001-8707-5969"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Morana","raw_affiliation_strings":["Neuroradiology, Department of Neuroscience, University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology, Department of Neuroscience, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034345612","display_name":"Antonio Melcarne","orcid":"https://orcid.org/0000-0002-1925-2641"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Melcarne","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090731176","display_name":"Roberta Rud\u00e0","orcid":"https://orcid.org/0000-0001-9134-1537"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberta Ruda","raw_affiliation_strings":["Neurooncology, Department of Neuroscience, University of Turin, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurooncology, Department of Neuroscience, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066168605","display_name":"Luca Mainardi","orcid":"https://orcid.org/0000-0002-6276-6314"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Mainardi","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031191206","display_name":"Pietro Fiaschi","orcid":"https://orcid.org/0000-0002-6034-5524"},"institutions":[{"id":"https://openalex.org/I4210146472","display_name":"Ospedale Policlinico San Martino","ror":"https://ror.org/04d7es448","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210146472","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Fiaschi","raw_affiliation_strings":["Dipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili, Univeristy of Genoa, Genoa, Italy","IRCCS Ospedale Policlinico S. Martino, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili, Univeristy of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"IRCCS Ospedale Policlinico S. Martino, Genoa, Italy","institution_ids":["https://openalex.org/I4210146472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062218335","display_name":"Diego Garbossa","orcid":"https://orcid.org/0000-0002-2692-7133"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diego Garbossa","raw_affiliation_strings":["Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery, Department of Neuroscience, University of Turin, via Cherasco 15, 10126, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051768981","display_name":"Lia Morra","orcid":"https://orcid.org/0000-0003-2122-7178"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lia Morra","raw_affiliation_strings":["Dipartimento di Automatica e Informatica, Politecnico di Torino, Turin, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica e Informatica, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5082553246"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":6.9006,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.97291046,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":"1","first_page":"26","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.7883999943733215,"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":0.7883999943733215,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.10000000149011612,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.05469999834895134,"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/glioblastoma","display_name":"Glioblastoma","score":0.6238395571708679},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.560492753982544},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4919712245464325},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49064889550209045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4888112246990204},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48407307267189026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44377392530441284},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4150049090385437},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4055285155773163},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37477195262908936},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.11408233642578125}],"concepts":[{"id":"https://openalex.org/C2776194525","wikidata":"https://www.wikidata.org/wiki/Q282142","display_name":"Glioblastoma","level":2,"score":0.6238395571708679},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.560492753982544},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4919712245464325},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49064889550209045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4888112246990204},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48407307267189026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44377392530441284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4150049090385437},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4055285155773163},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37477195262908936},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.11408233642578125}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s40708-023-00207-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00207-6","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00207-6","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:37801128","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37801128","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":"Brain informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10558414","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10558414","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10558414/pdf/40708_2023_Article_207.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":"Brain Inform","raw_type":"Text"},{"id":"pmh:oai:re.public.polimi.it:11311/1258120","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1258120","pdf_url":"https://re.public.polimi.it/bitstream/11311/1258120/1/Bianconi%20-%20%20Morra%20s40708-023-00207-6.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:16245372812140f3b928a5b232c43bf2","is_oa":true,"landing_page_url":"https://doaj.org/article/16245372812140f3b928a5b232c43bf2","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":"Brain Informatics, Vol 10, Iss 1, Pp 1-12 (2023)","raw_type":"article"},{"id":"pmh:oai:iris.unige.it:11567/1223998","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1223998","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s40708-023-00207-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00207-6","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00207-6","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"},{"id":"https://openalex.org/F4320324041","display_name":"Universit\u00e0 degli Studi di Torino","ror":"https://ror.org/048tbm396"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387392051.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W162807232","https://openalex.org/W1641498739","https://openalex.org/W2029740564","https://openalex.org/W2037316890","https://openalex.org/W2064461550","https://openalex.org/W2065524237","https://openalex.org/W2093224714","https://openalex.org/W2096557421","https://openalex.org/W2099562468","https://openalex.org/W2106235379","https://openalex.org/W2140157574","https://openalex.org/W2148347694","https://openalex.org/W2536847023","https://openalex.org/W2783923767","https://openalex.org/W2903910008","https://openalex.org/W2916758913","https://openalex.org/W2951141079","https://openalex.org/W2979754953","https://openalex.org/W2990204320","https://openalex.org/W3006326483","https://openalex.org/W3009961050","https://openalex.org/W3021686348","https://openalex.org/W3026062881","https://openalex.org/W3038630131","https://openalex.org/W3090460762","https://openalex.org/W3129160290","https://openalex.org/W3167232329","https://openalex.org/W3200232335","https://openalex.org/W4205468380","https://openalex.org/W4223458606","https://openalex.org/W4280604673","https://openalex.org/W4285097303","https://openalex.org/W4286908659","https://openalex.org/W4291464459","https://openalex.org/W4294307720","https://openalex.org/W4300424419","https://openalex.org/W4308414511","https://openalex.org/W4312129619","https://openalex.org/W4318972997","https://openalex.org/W4390250937","https://openalex.org/W6890030557"],"related_works":["https://openalex.org/W1602805286","https://openalex.org/W4225917631","https://openalex.org/W2088686453","https://openalex.org/W4200635075","https://openalex.org/W4400475616","https://openalex.org/W4375867731","https://openalex.org/W2149738946","https://openalex.org/W2326681941","https://openalex.org/W4361251389","https://openalex.org/W4380075502"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Clinical":[1],"and":[2,32,47,69,76,89,140,154,165,169,180,194,228,247],"surgical":[3],"decisions":[4],"for":[5,42,61,82,130,225],"glioblastoma":[6,62],"patients":[7,95],"depend":[8],"on":[9,64,118,127],"a":[10,36,65,98,203],"tumor":[11,161,164,167,191,196],"imaging-based":[12],"evaluation.":[13,232],"Artificial":[14],"Intelligence":[15],"(AI)":[16],"can":[17],"be":[18],"applied":[19],"to":[20,26,56,70,113,240],"magnetic":[21],"resonance":[22],"imaging":[23,46],"(MRI)":[24],"assessment":[25],"support":[27],"clinical":[28,66],"practice,":[29],"surgery":[30],"planning":[31],"prognostic":[33],"predictions.":[34],"In":[35,145,171],"real-world":[37],"context,":[38,173],"the":[39,115,199,218,234,242],"current":[40],"obstacles":[41],"AI":[43],"are":[44,220],"low-quality":[45,245],"postoperative":[48,119,172,211],"reliability.":[49],"The":[50,79,104,121,214],"aim":[51],"of":[52,206,244],"this":[53,83],"study":[54,84],"is":[55,134,150,156,176,182,238],"train":[57],"an":[58],"automatic":[59],"algorithm":[60,219],"segmentation":[63,116,201],"MRI":[67,231],"dataset":[68,80,129],"obtain":[71],"reliable":[72],"results":[73],"both":[74,226],"pre-":[75],"post-operatively.":[77],"METHODS:":[78],"used":[81],"comprises":[85],"237":[86],"(71":[87],"preoperative":[88,131,146],"166":[90],"postoperative)":[91],"MRIs":[92],"from":[93],"71":[94],"affected":[96],"by":[97,110,217],"histologically":[99],"confirmed":[100],"Grade":[101],"IV":[102],"Glioma.":[103],"implemented":[105],"U-Net":[106],"architecture":[107],"was":[108,123],"trained":[109],"transfer":[111],"learning":[112],"perform":[114],"task":[117],"MRIs.":[120,212],"training":[122],"carried":[124],"out":[125],"first":[126],"BraTS2021":[128],"segmentation.":[132],"Performance":[133],"evaluated":[135],"using":[136],"DICE":[137],"score":[138],"(DS)":[139],"Hausdorff":[141],"95%":[142],"(H95).":[143],"RESULTS:":[144],"scenario,":[147],"overall":[148,174],"DS":[149,175,205],"91.09":[151],"(\u00b1":[152,158,178,184,208],"0.60)":[153],"H95":[155,181],"8.35":[157],"1.12),":[159],"considering":[160,186],"core,":[162],"enhancing":[163],"whole":[166,195],"(ET":[168],"edema).":[170],"72.31":[177],"2.88)":[179],"23.43":[183],"7.24),":[185],"resection":[187],"cavity":[188],"(RC),":[189],"gross":[190],"volume":[192],"(GTV)":[193],"(WT).":[197],"Remarkably,":[198],"RC":[200],"obtained":[202],"mean":[204],"63.52":[207],"8.90)":[209],"in":[210],"CONCLUSIONS:":[213],"performances":[215],"achieved":[216],"consistent":[221],"with":[222],"previous":[223],"literature":[224],"pre-operative":[227],"post-operative":[229],"glioblastoma's":[230],"Through":[233],"proposed":[235],"algorithm,":[236],"it":[237],"possible":[239],"reduce":[241],"impact":[243],"images":[246],"missing":[248],"sequences.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
