{"id":"https://openalex.org/W4415057754","doi":"https://doi.org/10.1007/978-3-032-08009-7_24","title":"Balancing Redundancy and\u00a0Diversity: An In-Depth Analysis of\u00a0Active Learning for\u00a0Laparoscopic Video Segmentation","display_name":"Balancing Redundancy and\u00a0Diversity: An In-Depth Analysis of\u00a0Active Learning for\u00a0Laparoscopic Video Segmentation","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415057754","doi":"https://doi.org/10.1007/978-3-032-08009-7_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08009-7_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_24","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/A5056199641","display_name":"Seyed Amir Mousavi","orcid":"https://orcid.org/0000-0001-8679-5227"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["BE","KR"],"is_corresponding":true,"raw_author_name":"Seyed Amir Mousavi","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","IDLab, ELIS, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, ELIS, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068577161","display_name":"Esla Timothy Anzaku","orcid":"https://orcid.org/0009-0005-7723-159X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["BE","KR"],"is_corresponding":false,"raw_author_name":"Esla Timothy Anzaku","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","IDLab, ELIS, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, ELIS, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008707729","display_name":"Utku \u00d6zbulak","orcid":"https://orcid.org/0000-0003-3084-6034"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE","KR"],"is_corresponding":false,"raw_author_name":"Utku Ozbulak","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","IDLab, ELIS, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, ELIS, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119946416","display_name":"Robbe De Muynck","orcid":null},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Robbe De Muynck","raw_affiliation_strings":["Department of Human Structure and Repair, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Human Structure and Repair, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018729146","display_name":"F. Tozzi","orcid":"https://orcid.org/0000-0002-5257-4087"},"institutions":[{"id":"https://openalex.org/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Francesca Tozzi","raw_affiliation_strings":["Department of GI Surgery, Ghent University Hospital, Ghent, Belgium","Department of Human Structure and Repair, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of GI Surgery, Ghent University Hospital, Ghent, Belgium","institution_ids":["https://openalex.org/I2801227569"]},{"raw_affiliation_string":"Department of Human Structure and Repair, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031596062","display_name":"Nikdokht Rashidian","orcid":"https://orcid.org/0000-0003-2654-4447"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nikdokht Rashidian","raw_affiliation_strings":["Department of HPB Surgery & Liver Transplantation, Ghent University Hospital, Ghent, Belgium","Department of Human Structure and Repair, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of HPB Surgery & Liver Transplantation, Ghent University Hospital, Ghent, Belgium","institution_ids":["https://openalex.org/I2801227569"]},{"raw_affiliation_string":"Department of Human Structure and Repair, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008760829","display_name":"Wouter Willaert","orcid":"https://orcid.org/0000-0002-0885-6749"},"institutions":[{"id":"https://openalex.org/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wouter Willaert","raw_affiliation_strings":["Department of GI Surgery, Ghent University Hospital, Ghent, Belgium","Department of Human Structure and Repair, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of GI Surgery, Ghent University Hospital, Ghent, Belgium","institution_ids":["https://openalex.org/I2801227569"]},{"raw_affiliation_string":"Department of Human Structure and Repair, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029555436","display_name":"Wesley De Neve","orcid":"https://orcid.org/0000-0002-8190-3839"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE","KR"],"is_corresponding":false,"raw_author_name":"Wesley De Neve","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","IDLab, ELIS, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, ELIS, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056199641"],"corresponding_institution_ids":["https://openalex.org/I32597200","https://openalex.org/I4210132857"],"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":0.60862539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"244","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11448","display_name":"Face recognition and analysis","score":0.9781000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.7276999950408936},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5995000004768372},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47440001368522644},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3953000009059906},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.38260000944137573},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.376800000667572},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.3321000039577484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8801000118255615},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7276999950408936},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5995000004768372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5968000292778015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49880000948905945},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3953000009059906},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.38260000944137573},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3321000039577484},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.3075000047683716},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.30059999227523804},{"id":"https://openalex.org/C2776111594","wikidata":"https://www.wikidata.org/wiki/Q675754","display_name":"Laparoscopic surgery","level":3,"score":0.2953999936580658},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.2906000018119812},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2655999958515167},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-08009-7_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_24","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":23,"referenced_works":["https://openalex.org/W1995875735","https://openalex.org/W2071128523","https://openalex.org/W2108598243","https://openalex.org/W2133665775","https://openalex.org/W2150593711","https://openalex.org/W2266464013","https://openalex.org/W2412782625","https://openalex.org/W2460470859","https://openalex.org/W2962745799","https://openalex.org/W2964283648","https://openalex.org/W2964309882","https://openalex.org/W2995059005","https://openalex.org/W3014596384","https://openalex.org/W3108580372","https://openalex.org/W3134774296","https://openalex.org/W4315781049","https://openalex.org/W4319299986","https://openalex.org/W4387637043","https://openalex.org/W4394596810","https://openalex.org/W4403069456","https://openalex.org/W4403129920","https://openalex.org/W4403650323","https://openalex.org/W4414314338"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-11T00:00:00"}