{"id":"https://openalex.org/W3191661214","doi":"https://doi.org/10.1007/978-3-030-87202-1_49","title":"Effective Semantic Segmentation in Cataract Surgery: What Matters Most?","display_name":"Effective Semantic Segmentation in Cataract Surgery: What Matters Most?","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3191661214","doi":"https://doi.org/10.1007/978-3-030-87202-1_49","mag":"3191661214"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87202-1_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87202-1_49","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/2108.06119","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066747955","display_name":"Theodoros Pissas","orcid":"https://orcid.org/0000-0001-9500-7085"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Theodoros Pissas","raw_affiliation_strings":["School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK","Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","Wellcome / EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045726777","display_name":"Claudio S. Ravasio","orcid":"https://orcid.org/0000-0002-6453-5376"},"institutions":[{"id":"https://openalex.org/I4210122016","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I1299528221","https://openalex.org/I4210087105","https://openalex.org/I4210122016","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Claudio S. Ravasio","raw_affiliation_strings":["School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK","Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","Wellcome / EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK","institution_ids":["https://openalex.org/I4210122016","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052578273","display_name":"Lyndon da Cruz","orcid":"https://orcid.org/0000-0002-7695-6354"},"institutions":[{"id":"https://openalex.org/I4210150574","display_name":"Moorfields Eye Hospital","ror":"https://ror.org/03tb37539","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289","https://openalex.org/I4210150574"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lyndon Da Cruz","raw_affiliation_strings":["Institute of Ophthalmology, University College London, London, UK","Moorfields Eye Hospital, London, UK","Moorfields Eye Hospital","University College London"],"affiliations":[{"raw_affiliation_string":"Institute of Ophthalmology, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Moorfields Eye Hospital, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210150574"]},{"raw_affiliation_string":"Moorfields Eye Hospital","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210150574"]},{"raw_affiliation_string":"University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008795008","display_name":"Christos Bergeles","orcid":"https://orcid.org/0000-0002-9152-3194"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christos Bergeles","raw_affiliation_strings":["School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King\u2019s College London (KCL), London, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066747955"],"corresponding_institution_ids":["https://openalex.org/I183935753","https://openalex.org/I4210122016","https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4501,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64014423,"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":"509","last_page":"518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9970999956130981,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9889000058174133,"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/T11194","display_name":"Ocular Diseases and Beh\u00e7et\u2019s Syndrome","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.7999048233032227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7694258689880371},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7088496685028076},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6826812028884888},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6242664456367493},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6098200678825378},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5610541701316833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.560775101184845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4769112765789032},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.43746933341026306},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10785737633705139}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7999048233032227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7694258689880371},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7088496685028076},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6826812028884888},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6242664456367493},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6098200678825378},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5610541701316833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.560775101184845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4769112765789032},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.43746933341026306},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10785737633705139},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-87202-1_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87202-1_49","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:2108.06119","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.06119","pdf_url":"https://arxiv.org/pdf/2108.06119","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:3191661214","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2108.06119.pdf","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":"pmh:oai:eprints.ucl.ac.uk.OAI2:10140100","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10140100/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In: DeBruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2021.  (pp. pp. 509-518).  Springer: Cham, Switzerland. (2021)     ","raw_type":"Proceedings paper"},{"id":"doi:10.48550/arxiv.2108.06119","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2108.06119","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.06119","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.06119","pdf_url":"https://arxiv.org/pdf/2108.06119","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2099001231","https://openalex.org/W2107466310","https://openalex.org/W2194775991","https://openalex.org/W2507296351","https://openalex.org/W2548247194","https://openalex.org/W2549139847","https://openalex.org/W2737258237","https://openalex.org/W2795587607","https://openalex.org/W2884036902","https://openalex.org/W2884822772","https://openalex.org/W2901235535","https://openalex.org/W2909240409","https://openalex.org/W2916798096","https://openalex.org/W2927739223","https://openalex.org/W2948672349","https://openalex.org/W2963028963","https://openalex.org/W2963516811","https://openalex.org/W2964121744","https://openalex.org/W2964309882","https://openalex.org/W2980153544","https://openalex.org/W2987029808","https://openalex.org/W2995059005","https://openalex.org/W2996495478","https://openalex.org/W3009561768","https://openalex.org/W3082010512","https://openalex.org/W3095560178","https://openalex.org/W3109301572","https://openalex.org/W3150252053","https://openalex.org/W6600018615","https://openalex.org/W6601250092"],"related_works":["https://openalex.org/W3202641951","https://openalex.org/W3026088767","https://openalex.org/W3153670796","https://openalex.org/W3017782462","https://openalex.org/W3133605945","https://openalex.org/W3036637922","https://openalex.org/W3199906805","https://openalex.org/W2886049744","https://openalex.org/W2982880310","https://openalex.org/W2904389022","https://openalex.org/W3102408484","https://openalex.org/W2982389186","https://openalex.org/W3046738908","https://openalex.org/W3099409970","https://openalex.org/W3038321616","https://openalex.org/W3109858448","https://openalex.org/W3163412989","https://openalex.org/W2706878952","https://openalex.org/W2625559849","https://openalex.org/W2978934711"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}