{"id":"https://openalex.org/W4403150254","doi":"https://doi.org/10.1007/978-3-031-72111-3_25","title":"Enhancing New Multiple Sclerosis Lesion Segmentation via\u00a0Self-supervised Pre-training and\u00a0Synthetic Lesion Integration","display_name":"Enhancing New Multiple Sclerosis Lesion Segmentation via\u00a0Self-supervised Pre-training and\u00a0Synthetic Lesion Integration","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403150254","doi":"https://doi.org/10.1007/978-3-031-72111-3_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72111-3_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72111-3_25","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/A5064125839","display_name":"Peyman Tahghighi","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Peyman Tahghighi","raw_affiliation_strings":["Department of Biomedical Engineering, University of Calgary, Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752462","display_name":"Yunyan Zhang","orcid":"https://orcid.org/0000-0003-1306-5746"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4405260330","display_name":"Hotchkiss Brain Institute","ror":"https://ror.org/03k51z204","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yunyan Zhang","raw_affiliation_strings":["Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Canada","Hotchkiss Brain Institute, University of Calgary, Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Hotchkiss Brain Institute, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034139388","display_name":"Roberto Souza","orcid":"https://orcid.org/0000-0001-7824-5217"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4405260330","display_name":"Hotchkiss Brain Institute","ror":"https://ror.org/03k51z204","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roberto Souza","raw_affiliation_strings":["Department of Electrical and Software Engineering, University of Calgary, Calgary, Canada","Hotchkiss Brain Institute, University of Calgary, Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Software Engineering, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Hotchkiss Brain Institute, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030253755","display_name":"Amin Komeili","orcid":"https://orcid.org/0000-0002-0938-6099"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amin Komeili","raw_affiliation_strings":["Department of Biomedical Engineering, University of Calgary, Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064125839"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.1686,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93344907,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"263","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9952999949455261,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7635564804077148},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.7113227844238281},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6684679985046387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6260759234428406},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.5169984102249146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45914268493652344},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3504209518432617},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21951130032539368},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15809893608093262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7635564804077148},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.7113227844238281},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6684679985046387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6260759234428406},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.5169984102249146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45914268493652344},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3504209518432617},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21951130032539368},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15809893608093262},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72111-3_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72111-3_25","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2007271588","https://openalex.org/W2133059825","https://openalex.org/W2142796063","https://openalex.org/W2849179291","https://openalex.org/W2962914239","https://openalex.org/W3018023895","https://openalex.org/W3099273656","https://openalex.org/W3204149255","https://openalex.org/W4212875960","https://openalex.org/W4241074797","https://openalex.org/W4296959872","https://openalex.org/W4307165495","https://openalex.org/W4307348781","https://openalex.org/W4312428231","https://openalex.org/W4327560979","https://openalex.org/W4385805171","https://openalex.org/W4387225699","https://openalex.org/W4395668048","https://openalex.org/W6605187182"],"related_works":["https://openalex.org/W4385842477","https://openalex.org/W2775228109","https://openalex.org/W3176930657","https://openalex.org/W4394833138","https://openalex.org/W2139437222","https://openalex.org/W2770864300","https://openalex.org/W2055573962","https://openalex.org/W1976263376","https://openalex.org/W2913897113","https://openalex.org/W2112285129"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
