{"id":"https://openalex.org/W4405823740","doi":"https://doi.org/10.1007/978-3-031-76163-8_22","title":"Bridging the Gap: Generalising State-of-the-Art U-Net Models to Sub-Saharan African Populations","display_name":"Bridging the Gap: Generalising State-of-the-Art U-Net Models to Sub-Saharan African Populations","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405823740","doi":"https://doi.org/10.1007/978-3-031-76163-8_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-76163-8_22","doi":"https://doi.org/10.1007/978-3-031-76163-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-76163-8_22","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4405852733","display_name":"Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2312.11770","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034209769","display_name":"Alyssa R. Amod","orcid":"https://orcid.org/0000-0001-5190-9597","observed_orcids":["https://orcid.org/0000-0001-5190-9597"]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Alyssa R. Amod","raw_affiliation_strings":["Brain Behaviour Unit, Neuroscience Institute, University of Cape Town, Cape Town, South Africa","ShockLab, Department of Mathematics and Applied Mathematics, University of Cape Town, Cape Town, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-5190-9597","affiliations":[{"raw_affiliation_string":"Brain Behaviour Unit, Neuroscience Institute, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]},{"raw_affiliation_string":"ShockLab, Department of Mathematics and Applied Mathematics, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112296621","display_name":"Alexandra Smith","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Alexandra Smith","raw_affiliation_strings":["Applied Mathematics Division, Stellenbosch University, Stellenbosch, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics Division, Stellenbosch University, Stellenbosch, South Africa","institution_ids":["https://openalex.org/I26092322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104217726","display_name":"Pearly Joubert","orcid":"https://orcid.org/0000-0001-5735-7455","observed_orcids":["https://orcid.org/0000-0001-5735-7455"]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Pearly Joubert","raw_affiliation_strings":["Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-5735-7455","affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085553444","display_name":"Confidence Raymond","orcid":"https://orcid.org/0000-0003-3927-9697","observed_orcids":["https://orcid.org/0000-0003-3927-9697"]},"institutions":[{"id":"https://openalex.org/I131944076","display_name":"Lawson Health Research Institute","ror":"https://ror.org/051gsh239","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I131944076"]},{"id":"https://openalex.org/I4405282403","display_name":"Medical Artificial Intelligence Laboratory","ror":"https://ror.org/05sdzff81","country_code":"NG","type":"facility","lineage":["https://openalex.org/I4405282403"]}],"countries":["CA","NG"],"is_corresponding":false,"raw_author_name":"Confidence Raymond","raw_affiliation_strings":["Lawson Health Research Institute, London, ON, Canada","Medical Artificial Intelligence Lab, Lagos, Nigeria"],"raw_orcid":"https://orcid.org/0000-0003-3927-9697","affiliations":[{"raw_affiliation_string":"Lawson Health Research Institute, London, ON, Canada","institution_ids":["https://openalex.org/I131944076"]},{"raw_affiliation_string":"Medical Artificial Intelligence Lab, Lagos, Nigeria","institution_ids":["https://openalex.org/I4405282403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101536880","display_name":"Dong Zhang","orcid":"https://orcid.org/0000-0002-2948-1384","observed_orcids":["https://orcid.org/0000-0002-2948-1384"]},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dong Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2948-1384","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012464208","display_name":"Udunna Anazodo","orcid":"https://orcid.org/0000-0001-8864-035X","observed_orcids":["https://orcid.org/0000-0001-8864-035X"]},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797","https://openalex.org/I2801766832","https://openalex.org/I2801902503","https://openalex.org/I4210139015","https://openalex.org/I4405279980"]},{"id":"https://openalex.org/I131944076","display_name":"Lawson Health Research Institute","ror":"https://ror.org/051gsh239","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I131944076"]},{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]},{"id":"https://openalex.org/I4405282403","display_name":"Medical Artificial Intelligence Laboratory","ror":"https://ror.org/05sdzff81","country_code":"NG","type":"facility","lineage":["https://openalex.org/I4405282403"]},{"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","ZA"],"is_corresponding":false,"raw_author_name":"Udunna C. Anazodo","raw_affiliation_strings":["Department of Medicine and Department of Clinical and Radiation Oncology, University of Cape Town, Cape Town, South Africa","Lawson Health Research Institute, London, ON, Canada","Medical Artificial Intelligence Lab, Lagos, Nigeria","Montreal Neurological Institute, McGill University, Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8864-035X","affiliations":[{"raw_affiliation_string":"Department of Medicine and Department of Clinical and Radiation Oncology, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]},{"raw_affiliation_string":"Lawson Health Research Institute, London, ON, Canada","institution_ids":["https://openalex.org/I131944076"]},{"raw_affiliation_string":"Medical Artificial Intelligence Lab, Lagos, Nigeria","institution_ids":["https://openalex.org/I4405282403"]},{"raw_affiliation_string":"Montreal Neurological Institute, McGill University, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007281192","display_name":"Y. Dodzi Motchon","orcid":"https://orcid.org/0000-0002-6222-3483","observed_orcids":["https://orcid.org/0000-0002-6222-3483"]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Dodzi Motchon","raw_affiliation_strings":["Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-6222-3483","affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059156831","display_name":"Tinashe Mutsvangwa","orcid":"https://orcid.org/0000-0003-1210-2832","observed_orcids":["https://orcid.org/0000-0003-1210-2832"]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tinashe E. M. Mutsvangwa","raw_affiliation_strings":["Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-1210-2832","affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, Neuroscience Institute, University of Cape Town, Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092529483","display_name":"S\u00e9bastien Quetin","orcid":"https://orcid.org/0009-0005-5391-7319","observed_orcids":["https://orcid.org/0009-0005-5391-7319"]},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"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"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Quetin","raw_affiliation_strings":["Medical Physics Unit, Department of Oncology, McGill University, Montr\u00e9al, Canada","Montreal Institute for Learning Algorithms, Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0009-0005-5391-7319","affiliations":[{"raw_affiliation_string":"Medical Physics Unit, Department of Oncology, McGill University, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"Montreal Institute for Learning Algorithms, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I4210164802"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5034209769"],"corresponding_institution_ids":["https://openalex.org/I157614274"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9033,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86089385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8647000193595886,"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":0.8647000193595886,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.13330000638961792,"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":0.00019999999494757503,"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/glioma-segmentation","display_name":"glioma segmentation","score":0.8289999961853027},{"id":"https://openalex.org/keywords/u-net","display_name":"U-Net","score":0.8859999775886536},{"id":"https://openalex.org/keywords/brats","display_name":"BraTS","score":0.5170000195503235},{"id":"https://openalex.org/keywords/model-generalization","display_name":"model generalization","score":0.625},{"id":"https://openalex.org/keywords/pre-training-and-fine-tuning","display_name":"pre-training and fine-tuning","score":0.7850000262260437},{"id":"https://openalex.org/keywords/sub-saharan-africa","display_name":"sub-Saharan Africa","score":0.6779999732971191},{"id":"https://openalex.org/keywords/dataset-composition","display_name":"dataset composition","score":0.4749999940395355},{"id":"https://openalex.org/keywords/external-validation","display_name":"external validation","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.871130108833313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174980640411377},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.48924946784973145},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46590930223464966},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41078606247901917},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2609997093677521},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1446930468082428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1247914731502533},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09415528178215027}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-76163-8_22","doi":"https://doi.org/10.1007/978-3-031-76163-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-76163-8_22","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},{"id":"pmh:oai:arXiv.org:2312.11770","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.11770","pdf_url":"https://arxiv.org/pdf/2312.11770","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2312.11770","doi":"https://doi.org/10.48550/arxiv.2312.11770","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2312.11770","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2312.11770","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.11770","pdf_url":"https://arxiv.org/pdf/2312.11770","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3339759633","display_name":"Intelligent PET/MR Imaging for Mapping Brain Health.","funder_award_id":"dgecr-2022-00136","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405823740.pdf","grobid_xml":"https://content.openalex.org/works/W4405823740.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2751069891","https://openalex.org/W2788491273","https://openalex.org/W2922876669","https://openalex.org/W2952378269","https://openalex.org/W3014974815","https://openalex.org/W3018852185","https://openalex.org/W3092635044","https://openalex.org/W3112701542","https://openalex.org/W3123781375","https://openalex.org/W3127966350","https://openalex.org/W3153770799","https://openalex.org/W3187472674","https://openalex.org/W3201496287","https://openalex.org/W3205544108","https://openalex.org/W3215188439","https://openalex.org/W4205868820","https://openalex.org/W4224288650","https://openalex.org/W4226385270","https://openalex.org/W4229446553","https://openalex.org/W4280594023","https://openalex.org/W4281761927","https://openalex.org/W4283364477","https://openalex.org/W4291993480","https://openalex.org/W4295936754","https://openalex.org/W4306786679","https://openalex.org/W4311767714","https://openalex.org/W4317039813","https://openalex.org/W4322155169","https://openalex.org/W4362458848","https://openalex.org/W4365447525","https://openalex.org/W4368367371","https://openalex.org/W4384570025","https://openalex.org/W4384570137","https://openalex.org/W4394656104","https://openalex.org/W6854446899"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
