{"id":"https://openalex.org/W4415750105","doi":"https://doi.org/10.1007/s00500-025-10932-1","title":"Diffuse glioma classification with deep learning and explainability: addressing challenges in histopathology image analysis","display_name":"Diffuse glioma classification with deep learning and explainability: addressing challenges in histopathology image analysis","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W4415750105","doi":"https://doi.org/10.1007/s00500-025-10932-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10932-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10932-1","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"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/A5120208801","display_name":"Ishrat Jahan","orcid":"https://orcid.org/0009-0008-7452-3767"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Ishrat Jahan","raw_affiliation_strings":["Electrical Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083586487","display_name":"Rafif Al-Saady","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Rafif Mahmood Al-Saady","raw_affiliation_strings":["College of Medicine, QU Health, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Medicine, QU Health, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069485497","display_name":"Semir Vrani\u0107","orcid":"https://orcid.org/0000-0001-9743-7265"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Semir Vrani\u0107","raw_affiliation_strings":["College of Medicine, QU Health, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Medicine, QU Health, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064486960","display_name":"Muhammad E. H. Chowdhury","orcid":"https://orcid.org/0000-0003-0744-8206"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Muhammad E. H. Chowdhury","raw_affiliation_strings":["Electrical Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5120208801"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40418133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"23-24","first_page":"6251","last_page":"6268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7192999720573425,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7192999720573425,"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.17309999465942383,"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/T10862","display_name":"AI in cancer detection","score":0.0272000003606081,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.8310999870300293},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6473000049591064},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6043000221252441},{"id":"https://openalex.org/keywords/diffuse-optical-imaging","display_name":"Diffuse optical imaging","score":0.5633999705314636},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.39079999923706055},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38659998774528503},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.35690000653266907}],"concepts":[{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.8310999870300293},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6473000049591064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.640999972820282},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6043000221252441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5968000292778015},{"id":"https://openalex.org/C145417883","wikidata":"https://www.wikidata.org/wiki/Q5275421","display_name":"Diffuse optical imaging","level":3,"score":0.5633999705314636},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.39079999923706055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.33709999918937683},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C2775855016","wikidata":"https://www.wikidata.org/wiki/Q2658686","display_name":"Diffuse axonal injury","level":3,"score":0.2888000011444092},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2732999920845032},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-025-10932-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10932-1","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2124793236","https://openalex.org/W2129112648","https://openalex.org/W2132162500","https://openalex.org/W2151608510","https://openalex.org/W2170505850","https://openalex.org/W2237916396","https://openalex.org/W2295495604","https://openalex.org/W2559785631","https://openalex.org/W2616247523","https://openalex.org/W2618530766","https://openalex.org/W2618999197","https://openalex.org/W2763211814","https://openalex.org/W2765793020","https://openalex.org/W2808490050","https://openalex.org/W2884741638","https://openalex.org/W2892763371","https://openalex.org/W2909533222","https://openalex.org/W2913240367","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2988529604","https://openalex.org/W3001405100","https://openalex.org/W3008837427","https://openalex.org/W3009334705","https://openalex.org/W3010798784","https://openalex.org/W3010932118","https://openalex.org/W3013277995","https://openalex.org/W3035253074","https://openalex.org/W3035942805","https://openalex.org/W3043484350","https://openalex.org/W3080951954","https://openalex.org/W3106856048","https://openalex.org/W3108932871","https://openalex.org/W3134269260","https://openalex.org/W3163071387","https://openalex.org/W3173869026","https://openalex.org/W3174246647","https://openalex.org/W3186288132","https://openalex.org/W3196081964","https://openalex.org/W3206366588","https://openalex.org/W3211740276","https://openalex.org/W3216630132","https://openalex.org/W4214547251","https://openalex.org/W4245392732","https://openalex.org/W4283688434","https://openalex.org/W4361008305","https://openalex.org/W4367319891","https://openalex.org/W4386362783","https://openalex.org/W4387531546","https://openalex.org/W4388407544","https://openalex.org/W4392145714","https://openalex.org/W4392501315","https://openalex.org/W4396510731","https://openalex.org/W4396918093","https://openalex.org/W4406946825","https://openalex.org/W4411173294"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-03T00:04:00.142953","created_date":"2025-10-31T00:00:00"}
