{"id":"https://openalex.org/W4388366191","doi":"https://doi.org/10.1016/j.ibneur.2023.08.1183","title":"ADVANCEMENTS IN RADIOMICS AND DEEP LEARNING FOR GLIOMA DIAGNOSIS AND CHARACTERIZATION: A REVIEW OF RECENT STUDIES","display_name":"ADVANCEMENTS IN RADIOMICS AND DEEP LEARNING FOR GLIOMA DIAGNOSIS AND CHARACTERIZATION: A REVIEW OF RECENT STUDIES","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4388366191","doi":"https://doi.org/10.1016/j.ibneur.2023.08.1183"},"language":"en","primary_location":{"id":"doi:10.1016/j.ibneur.2023.08.1183","doi":"https://doi.org/10.1016/j.ibneur.2023.08.1183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ibneur.2023.08.1183","pdf_url":"https://www.ibroneuroreports.org/article/S2667-2421(23)01245-9/pdf","source":{"id":"https://openalex.org/S4210237554","display_name":"IBRO Neuroscience Reports","issn_l":"2667-2421","issn":["2667-2421"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","oarl","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBRO Neuroscience Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ibroneuroreports.org/article/S2667-2421(23)01245-9/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5140591616","display_name":"Gandhi Bhaskar Patrudu Lanka","orcid":"https://orcid.org/0009-0002-7278-7167","observed_orcids":["https://orcid.org/0009-0002-7278-7167"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gandhi Bhaskar Patrudu Lanka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5053902598","display_name":"Abhijit Verma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2800157045","display_name":"NIMS University","ror":"https://ror.org/05tw0x522","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800157045"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhijit Verma","raw_affiliation_strings":["National Institute of Medical Sciences and Research (NIMS University) , Neurosurgery , Jaipur , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Medical Sciences and Research (NIMS University) , Neurosurgery , Jaipur , India","institution_ids":["https://openalex.org/I2800157045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"S596","last_page":"S596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994999766349792,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994999766349792,"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":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/glioma","display_name":"glioma","score":0.9580000042915344},{"id":"https://openalex.org/keywords/radiomics","display_name":"radiomics","score":0.9919999837875366},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/glioma-diagnosis","display_name":"glioma diagnosis","score":0.8880000114440918},{"id":"https://openalex.org/keywords/tumor-characterization","display_name":"tumor characterization","score":0.8539999723434448},{"id":"https://openalex.org/keywords/quantitative-imaging-features","display_name":"quantitative imaging features","score":0.8840000033378601},{"id":"https://openalex.org/keywords/brain-tumors","display_name":"brain tumors","score":0.8619999885559082},{"id":"https://openalex.org/keywords/tumor-heterogeneity","display_name":"tumor heterogeneity","score":0.5759999752044678},{"id":"https://openalex.org/keywords/treatment-planning","display_name":"treatment planning","score":0.5540000200271606}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8401433825492859},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.5962878465652466},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3949345350265503},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3406289219856262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3341933786869049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29749906063079834},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.12658023834228516}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ibneur.2023.08.1183","doi":"https://doi.org/10.1016/j.ibneur.2023.08.1183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ibneur.2023.08.1183","pdf_url":"https://www.ibroneuroreports.org/article/S2667-2421(23)01245-9/pdf","source":{"id":"https://openalex.org/S4210237554","display_name":"IBRO Neuroscience Reports","issn_l":"2667-2421","issn":["2667-2421"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","oarl","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBRO Neuroscience Reports","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d8276dfdd28c49939b0248693c7d8b6c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d8276dfdd28c49939b0248693c7d8b6c","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,"listed_in":[],"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":"IBRO Neuroscience Reports, Vol 15, Iss , Pp S596- (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.ibneur.2023.08.1183","doi":"https://doi.org/10.1016/j.ibneur.2023.08.1183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ibneur.2023.08.1183","pdf_url":"https://www.ibroneuroreports.org/article/S2667-2421(23)01245-9/pdf","source":{"id":"https://openalex.org/S4210237554","display_name":"IBRO Neuroscience Reports","issn_l":"2667-2421","issn":["2667-2421"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","oarl","poland-20"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBRO Neuroscience Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388366191.pdf","grobid_xml":"https://content.openalex.org/works/W4388366191.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4407147181","https://openalex.org/W4412519407","https://openalex.org/W6969461274","https://openalex.org/W4410118934","https://openalex.org/W2997339445","https://openalex.org/W7110236270","https://openalex.org/W4404213338","https://openalex.org/W3041316123","https://openalex.org/W2987003156","https://openalex.org/W7221002778"],"abstract_inverted_index":{"Gliomas":[0],"are":[1],"the":[2,27],"most":[3],"common":[4],"primary":[5],"brain":[6],"tumors,":[7],"with":[8,71],"varying":[9],"degrees":[10],"of":[11,29,33,55],"malignancy":[12],"and":[13,18,48,65,68,81],"heterogeneity,":[14],"making":[15],"their":[16],"diagnosis":[17,47,80],"characterization":[19],"challenging.":[20],"Radiomics,":[21],"a":[22,30,53],"rapidly":[23],"emerging":[24],"field,":[25],"involves":[26],"extraction":[28],"large":[31],"number":[32],"quantitative":[34],"imaging":[35],"features":[36],"from":[37],"radiological":[38],"images,":[39],"which":[40],"can":[41],"provide":[42],"valuable":[43],"information":[44],"for":[45],"tumor":[46],"treatment":[49],"planning.":[50],"Deep":[51],"learning,":[52,57],"type":[54],"machine":[56],"has":[58,73],"shown":[59],"great":[60],"potential":[61],"in":[62,78],"image":[63],"recognition":[64],"classification":[66],"tasks,":[67],"its":[69],"integration":[70],"radiomics":[72],"led":[74],"to":[75],"significant":[76],"advancements":[77],"glioma":[79],"characterization.":[82]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-11-05T00:00:00"}