{"id":"https://openalex.org/W4387225699","doi":"https://doi.org/10.1007/978-3-031-43993-3_1","title":"CoactSeg: Learning from\u00a0Heterogeneous Data for\u00a0New Multiple Sclerosis Lesion Segmentation","display_name":"CoactSeg: Learning from\u00a0Heterogeneous Data for\u00a0New Multiple Sclerosis Lesion Segmentation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387225699","doi":"https://doi.org/10.1007/978-3-031-43993-3_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43993-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43993-3_1","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/A5030863998","display_name":"Yicheng Wu","orcid":"https://orcid.org/0000-0002-7669-9167"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yicheng Wu","raw_affiliation_strings":["Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012086428","display_name":"Zhonghua Wu","orcid":"https://orcid.org/0000-0002-4191-0241"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhonghua Wu","raw_affiliation_strings":["SenseTime Research, Singapore, 069547, Singapore"],"affiliations":[{"raw_affiliation_string":"SenseTime Research, Singapore, 069547, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077320973","display_name":"Hengcan Shi","orcid":"https://orcid.org/0000-0002-1340-0009"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hengcan Shi","raw_affiliation_strings":["Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092449748","display_name":"Bjoern Picker","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bjoern Picker","raw_affiliation_strings":["Alfred Health Radiology, Alfred Health, Melbourne, VIC, 3004, Australia","Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Alfred Health Radiology, Alfred Health, Melbourne, VIC, 3004, Australia","institution_ids":["https://openalex.org/I4210163178"]},{"raw_affiliation_string":"Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000105421","display_name":"Winston Chong","orcid":"https://orcid.org/0000-0001-7645-2861"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Winston Chong","raw_affiliation_strings":["Alfred Health Radiology, Alfred Health, Melbourne, VIC, 3004, Australia","Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Alfred Health Radiology, Alfred Health, Melbourne, VIC, 3004, Australia","institution_ids":["https://openalex.org/I4210163178"]},{"raw_affiliation_string":"Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635804","display_name":"Jianfei Cai","orcid":"https://orcid.org/0000-0002-9444-3763"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianfei Cai","raw_affiliation_strings":["Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Data Science & AI, Faculty of Information Technology, Monash University, Melbourne, VIC, 3168, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030863998"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":41.8414,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.99800479,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11316","display_name":"Mycobacterium research and diagnosis","score":0.9697999954223633,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11688","display_name":"Microbial infections and disease research","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/2404","display_name":"Microbiology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8164924383163452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7688177824020386},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.6438707113265991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6411261558532715},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5313665866851807},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.47216862440109253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4294789135456085},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3680722713470459},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14466023445129395},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09262195229530334}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8164924383163452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688177824020386},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.6438707113265991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6411261558532715},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5313665866851807},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.47216862440109253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4294789135456085},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3680722713470459},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14466023445129395},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09262195229530334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43993-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43993-3_1","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":26,"referenced_works":["https://openalex.org/W2093009907","https://openalex.org/W2139886607","https://openalex.org/W2575552683","https://openalex.org/W2849179291","https://openalex.org/W2962914239","https://openalex.org/W3017308947","https://openalex.org/W3038972077","https://openalex.org/W3048181943","https://openalex.org/W3088813743","https://openalex.org/W3101769997","https://openalex.org/W3156196068","https://openalex.org/W3167450498","https://openalex.org/W3176031707","https://openalex.org/W3203046931","https://openalex.org/W3204149255","https://openalex.org/W3204849658","https://openalex.org/W3205290091","https://openalex.org/W3206607677","https://openalex.org/W4220778552","https://openalex.org/W4221014424","https://openalex.org/W4225895868","https://openalex.org/W4280600583","https://openalex.org/W4285040393","https://openalex.org/W4385764475","https://openalex.org/W6600281463","https://openalex.org/W6965041688"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W2070328444","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W4315434538","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}