{"id":"https://openalex.org/W3189794101","doi":"https://doi.org/10.1007/978-3-030-87722-4_10","title":"Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation","display_name":"Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3189794101","doi":"https://doi.org/10.1007/978-3-030-87722-4_10","mag":"3189794101"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87722-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87722-4_10","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.00713","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077690298","display_name":"Brennan Nichyporuk","orcid":"https://orcid.org/0009-0006-8087-6089"},"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":true,"raw_author_name":"Brennan Nichyporuk","raw_affiliation_strings":["Centre for Intelligent Machines, McGill University, Montreal, Canada","MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","McGill University"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Machines, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"McGill University","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035934588","display_name":"Jillian Cardinell","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]},{"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"]}],"countries":["CA","SE"],"is_corresponding":false,"raw_author_name":"Jillian Cardinell","raw_affiliation_strings":["Centre for Intelligent Machines, McGill University, Montreal, Canada","MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","Centre for Intelligent Machines McGill University Montreal CANADA"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Machines, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"Centre for Intelligent Machines McGill University Montreal CANADA","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067653184","display_name":"Justin Szeto","orcid":null},"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"]},{"id":"https://openalex.org/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["CA","SE"],"is_corresponding":false,"raw_author_name":"Justin Szeto","raw_affiliation_strings":["Centre for Intelligent Machines, McGill University, Montreal, Canada","MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","Centre for Intelligent Machines McGill University Montreal CANADA"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Machines, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"Centre for Intelligent Machines McGill University Montreal CANADA","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087624455","display_name":"Raghav Mehta","orcid":"https://orcid.org/0000-0003-0824-5304"},"institutions":[{"id":"https://openalex.org/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]},{"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","SE"],"is_corresponding":false,"raw_author_name":"Raghav Mehta","raw_affiliation_strings":["Centre for Intelligent Machines, McGill University, Montreal, Canada","MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","Centre for Intelligent Machines McGill University Montreal CANADA"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Machines, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"Centre for Intelligent Machines McGill University Montreal CANADA","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054437456","display_name":"Sotirios A. Tsaftaris","orcid":"https://orcid.org/0000-0002-8795-9294"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sotirios Tsaftaris","raw_affiliation_strings":["Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, UK","The Alan Turing Institute, London, UK","[Institute for Digital Communications School of Engineering, University of Edinburgh, Edinburgh, UK]"],"affiliations":[{"raw_affiliation_string":"Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"[Institute for Digital Communications School of Engineering, University of Edinburgh, Edinburgh, UK]","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065754098","display_name":"Douglas L. Arnold","orcid":"https://orcid.org/0000-0003-4266-0106"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]},{"id":"https://openalex.org/I4210133916","display_name":"NeuroRx Research (Canada)","ror":"https://ror.org/02r8axs93","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210133916"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas L. Arnold","raw_affiliation_strings":["Department of Neurology and Neurosurgery, McGill University, Montreal, Canada","NeuroRx Research, Montreal, Canada","Department of Neurology and Neurosurgery, McGill#N#                    University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Neurology and Neurosurgery, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"NeuroRx Research, Montreal, Canada","institution_ids":["https://openalex.org/I4210133916"]},{"raw_affiliation_string":"Department of Neurology and Neurosurgery, McGill#N#                    University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038749016","display_name":"Tal Arbel","orcid":"https://orcid.org/0000-0001-8870-3007"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]},{"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["CA","SE"],"is_corresponding":false,"raw_author_name":"Tal Arbel","raw_affiliation_strings":["Centre for Intelligent Machines, McGill University, Montreal, Canada","MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","Centre for Intelligent Machines McGill University Montreal CANADA"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Machines, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"MILA (Quebec Artificial Intelligence Institute), Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"Centre for Intelligent Machines McGill University Montreal CANADA","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5077690298"],"corresponding_institution_ids":["https://openalex.org/I4210164802","https://openalex.org/I5023651"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3585,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57341219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9984999895095825,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9958000183105469,"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/generalizability-theory","display_name":"Generalizability theory","score":0.8217006921768188},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.7148300409317017},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.6850706934928894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6051889657974243},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6048970222473145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.597067654132843},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5352905988693237},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4589030146598816},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2966839075088501},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13729244470596313}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8217006921768188},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7148300409317017},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.6850706934928894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6051889657974243},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6048970222473145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.597067654132843},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5352905988693237},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4589030146598816},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2966839075088501},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13729244470596313},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-87722-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87722-4_10","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"},{"id":"pmh:oai:arXiv.org:2108.00713","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.00713","pdf_url":"https://arxiv.org/pdf/2108.00713","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3189794101","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2108.00713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2108.00713","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2108.00713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.00713","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.00713","pdf_url":"https://arxiv.org/pdf/2108.00713","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W1901129140","https://openalex.org/W2094286293","https://openalex.org/W2148347694","https://openalex.org/W2301358467","https://openalex.org/W2479403025","https://openalex.org/W2502312327","https://openalex.org/W2502805798","https://openalex.org/W2545656684","https://openalex.org/W2803620993","https://openalex.org/W2807777479","https://openalex.org/W2849179291","https://openalex.org/W2889615630","https://openalex.org/W2938744788","https://openalex.org/W2947592434","https://openalex.org/W2950572753","https://openalex.org/W2955507174","https://openalex.org/W2963012093","https://openalex.org/W2963717741","https://openalex.org/W2971561076","https://openalex.org/W2990960607","https://openalex.org/W3030500365","https://openalex.org/W3046830682","https://openalex.org/W3159316378","https://openalex.org/W3182906273"],"related_works":["https://openalex.org/W3053503765","https://openalex.org/W3034638829","https://openalex.org/W3085306326","https://openalex.org/W3036785680","https://openalex.org/W3035161717","https://openalex.org/W3043535018","https://openalex.org/W2887175137","https://openalex.org/W3025653827","https://openalex.org/W3201717733","https://openalex.org/W3210421444","https://openalex.org/W3117626355","https://openalex.org/W2957285709","https://openalex.org/W3092571470","https://openalex.org/W3022454889","https://openalex.org/W3012079896","https://openalex.org/W3131239339","https://openalex.org/W3127320920","https://openalex.org/W3011199201","https://openalex.org/W2962863583","https://openalex.org/W3046738908"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}