{"id":"https://openalex.org/W7152135122","doi":"https://doi.org/10.1007/978-3-032-16365-3_26","title":"BRAIN-CATS: Brain Tumour Reliability-Aware Imaging with\u00a0Neural Networks Using Calibration-Aware Training and\u00a0Segmentation","display_name":"BRAIN-CATS: Brain Tumour Reliability-Aware Imaging with\u00a0Neural Networks Using Calibration-Aware Training and\u00a0Segmentation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7152135122","doi":"https://doi.org/10.1007/978-3-032-16365-3_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16365-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16365-3_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5133168507","display_name":"Abba Mohammed","orcid":"https://orcid.org/0009-0008-4936-5402"},"institutions":[{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Abba Mohammed","raw_affiliation_strings":["SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0008-4936-5402","affiliations":[{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133194833","display_name":"Zulyadaini Muhammad Aminu","orcid":"https://orcid.org/0009-0009-6756-2722"},"institutions":[{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Zulyadaini Muhammad Aminu","raw_affiliation_strings":["SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0009-6756-2722","affiliations":[{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133159912","display_name":"Ummulkhairi Ibrahim","orcid":"https://orcid.org/0009-0005-9542-8011"},"institutions":[{"id":"https://openalex.org/I4210138252","display_name":"Federal Medical Centre","ror":"https://ror.org/03e4nh963","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210138252"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Ummulkhairi Ibrahim","raw_affiliation_strings":["Federal University of Health Sciences Azare, Azare, Bauchi State, Nigeria","Federal University of Health Sciences Teaching Hospital Azare, Azare, Bauchi State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0005-9542-8011","affiliations":[{"raw_affiliation_string":"Federal University of Health Sciences Azare, Azare, Bauchi State, Nigeria","institution_ids":["https://openalex.org/I4210138252"]},{"raw_affiliation_string":"Federal University of Health Sciences Teaching Hospital Azare, Azare, Bauchi State, Nigeria","institution_ids":["https://openalex.org/I4210138252"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133195011","display_name":"Amina Suleiman Damo","orcid":"https://orcid.org/0009-0001-4391-289X"},"institutions":[{"id":"https://openalex.org/I4210151464","display_name":"Aminu Kano Teaching Hospital","ror":"https://ror.org/05wqbqy84","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210151464"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Amina Suleiman Damo","raw_affiliation_strings":["Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0001-4391-289X","affiliations":[{"raw_affiliation_string":"Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","institution_ids":["https://openalex.org/I4210151464"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040042658","display_name":"Theodore Barfoot","orcid":"https://orcid.org/0009-0005-2309-5238"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Theodore Barfoot","raw_affiliation_strings":["King\u2019s College London, London, UK"],"raw_orcid":"https://orcid.org/0009-0005-2309-5238","affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045287606","display_name":"Alexander Hammers","orcid":"https://orcid.org/0000-0001-9530-4848"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexander Hammers","raw_affiliation_strings":["King\u2019s College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0001-9530-4848","affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016871719","display_name":"Raymond Confidence","orcid":null},"institutions":[{"id":"https://openalex.org/I126541806","display_name":"Lagos State University","ror":"https://ror.org/01za8fg18","country_code":"NG","type":"education","lineage":["https://openalex.org/I126541806"]},{"id":"https://openalex.org/I4210145929","display_name":"Lagos State Health Service Commission","ror":"https://ror.org/04yw93c88","country_code":"NG","type":"government","lineage":["https://openalex.org/I4210145929"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA","NG"],"is_corresponding":false,"raw_author_name":"Raymond Confidence","raw_affiliation_strings":["McGill University, Montreal, Canada","Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0000-0003-3927-9697","affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","institution_ids":["https://openalex.org/I4210145929","https://openalex.org/I126541806"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133214307","display_name":"Aondona Iorumbar","orcid":"https://orcid.org/0009-0006-5621-0981"},"institutions":[{"id":"https://openalex.org/I126541806","display_name":"Lagos State University","ror":"https://ror.org/01za8fg18","country_code":"NG","type":"education","lineage":["https://openalex.org/I126541806"]},{"id":"https://openalex.org/I4210145929","display_name":"Lagos State Health Service Commission","ror":"https://ror.org/04yw93c88","country_code":"NG","type":"government","lineage":["https://openalex.org/I4210145929"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]},{"id":"https://openalex.org/I76661892","display_name":"Federal University of Technology Minna","ror":"https://ror.org/0568y3j03","country_code":"NG","type":"education","lineage":["https://openalex.org/I76661892"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Aondona Iorumbar","raw_affiliation_strings":["Federal University of Technology Minna, Minna, Nigeria","Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0006-5621-0981","affiliations":[{"raw_affiliation_string":"Federal University of Technology Minna, Minna, Nigeria","institution_ids":["https://openalex.org/I76661892"]},{"raw_affiliation_string":"Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","institution_ids":["https://openalex.org/I4210145929","https://openalex.org/I126541806"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133152723","display_name":"Abdulrazaq Zubair","orcid":"https://orcid.org/0009-0007-8010-3999"},"institutions":[{"id":"https://openalex.org/I4210138252","display_name":"Federal Medical Centre","ror":"https://ror.org/03e4nh963","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210138252"]},{"id":"https://openalex.org/I4210151464","display_name":"Aminu Kano Teaching Hospital","ror":"https://ror.org/05wqbqy84","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210151464"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Abdulrazaq Zubair","raw_affiliation_strings":["Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","Federal University of Health Sciences Azare, Azare, Bauchi State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0007-8010-3999","affiliations":[{"raw_affiliation_string":"Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","institution_ids":["https://openalex.org/I4210151464"]},{"raw_affiliation_string":"Federal University of Health Sciences Azare, Azare, Bauchi State, Nigeria","institution_ids":["https://openalex.org/I4210138252"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114871983","display_name":"Mubaraq Yakubu","orcid":null},"institutions":[{"id":"https://openalex.org/I126541806","display_name":"Lagos State University","ror":"https://ror.org/01za8fg18","country_code":"NG","type":"education","lineage":["https://openalex.org/I126541806"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210145929","display_name":"Lagos State Health Service Commission","ror":"https://ror.org/04yw93c88","country_code":"NG","type":"government","lineage":["https://openalex.org/I4210145929"]},{"id":"https://openalex.org/I4210151464","display_name":"Aminu Kano Teaching Hospital","ror":"https://ror.org/05wqbqy84","country_code":"NG","type":"healthcare","lineage":["https://openalex.org/I4210151464"]},{"id":"https://openalex.org/I4210166378","display_name":"West Africa Vocational Education","ror":"https://ror.org/05yaa8165","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210166378"]}],"countries":["GB","NG"],"is_corresponding":true,"raw_author_name":"Mubaraq Yakubu","raw_affiliation_strings":["Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","King\u2019s College London, London, UK","Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","SPARK Academy, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0009-0003-3394-5641","affiliations":[{"raw_affiliation_string":"Aminu Kano Teaching Hospital, Kano, Kano State, Nigeria","institution_ids":["https://openalex.org/I4210151464"]},{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Medical Artificial Intelligence Laboratory, Lagos, Lagos State, Nigeria","institution_ids":["https://openalex.org/I4210145929","https://openalex.org/I126541806"]},{"raw_affiliation_string":"SPARK Academy, Lagos, Nigeria","institution_ids":["https://openalex.org/I4210166378"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5114871983"],"corresponding_institution_ids":["https://openalex.org/I126541806","https://openalex.org/I183935753","https://openalex.org/I4210145929","https://openalex.org/I4210151464","https://openalex.org/I4210166378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80327869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.19689999520778656,"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":0.19689999520778656,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.17960000038146973,"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":0.09809999912977219,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6463000178337097},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5866000056266785},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5131999850273132},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4756999909877777},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44920000433921814},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3752000033855438},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.3467999994754791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8481000065803528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6621000170707703},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6463000178337097},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5866000056266785},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5131999850273132},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4756999909877777},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47279998660087585},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44920000433921814},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3752000033855438},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3467999994754791},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.31679999828338623},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.2903999984264374},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2574999928474426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2558000087738037},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.2549000084400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16365-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16365-3_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2042524329","https://openalex.org/W3193929510","https://openalex.org/W4225165925","https://openalex.org/W4285736212","https://openalex.org/W4383059059","https://openalex.org/W4393972967","https://openalex.org/W4400201446","https://openalex.org/W4400556345","https://openalex.org/W4402271226","https://openalex.org/W4403067359","https://openalex.org/W4403490492","https://openalex.org/W4408723680","https://openalex.org/W4409503838","https://openalex.org/W4410395313","https://openalex.org/W4416074427"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2026-04-09T00:00:00"}