{"id":"https://openalex.org/W4380634279","doi":"https://doi.org/10.1007/978-3-031-35302-4_29","title":"Deep Active Learning for Left Ventricle Segmentation in Echocardiography","display_name":"Deep Active Learning for Left Ventricle Segmentation in Echocardiography","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380634279","doi":"https://doi.org/10.1007/978-3-031-35302-4_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-35302-4_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35302-4_29","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/A5075827801","display_name":"Eman Alajrami","orcid":"https://orcid.org/0000-0002-8656-5541"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Eman Alajrami","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110992198","display_name":"Preshen Naidoo","orcid":null},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Preshen Naidoo","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059186746","display_name":"Jevgeni Jevsikov","orcid":"https://orcid.org/0009-0004-2070-7289"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jevgeni Jevsikov","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069415213","display_name":"Elisabeth Lane","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elisabeth Lane","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067279691","display_name":"Jamie Pordoy","orcid":"https://orcid.org/0000-0002-3417-7862"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jamie Pordoy","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046125554","display_name":"Nasim Dadashi Serej","orcid":"https://orcid.org/0000-0002-2898-1926"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nasim Dadashi Serej","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090085941","display_name":"Neda Azarmehr","orcid":"https://orcid.org/0000-0002-6367-207X"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neda Azarmehr","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015145767","display_name":"Fateme Dinmohammadi","orcid":"https://orcid.org/0000-0002-4697-8325"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fateme Dinmohammadi","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018896115","display_name":"Matthew Shun\u2010Shin","orcid":"https://orcid.org/0000-0002-1179-0867"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew J. Shun-shin","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086241929","display_name":"D\u00e1rrel P. Francis","orcid":"https://orcid.org/0000-0002-3410-0814"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Darrel P. Francis","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046311851","display_name":"Massoud Zolgharni","orcid":"https://orcid.org/0000-0003-0904-2904"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Massoud Zolgharni","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, London, UK","School of Computing and Engineering, University of West London, London, UK"],"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5075827801"],"corresponding_institution_ids":["https://openalex.org/I177463362"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5258,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63878568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9991999864578247,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9991999864578247,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/computer-science","display_name":"Computer science","score":0.8414229154586792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7246501445770264},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6300362348556519},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.577155590057373},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5050957798957825},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4652237594127655},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46213239431381226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4538229703903198},{"id":"https://openalex.org/keywords/representativeness-heuristic","display_name":"Representativeness heuristic","score":0.4361177384853363},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4269941747188568},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.25860142707824707}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8414229154586792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7246501445770264},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6300362348556519},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.577155590057373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5050957798957825},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4652237594127655},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46213239431381226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4538229703903198},{"id":"https://openalex.org/C37381756","wikidata":"https://www.wikidata.org/wiki/Q20203288","display_name":"Representativeness heuristic","level":2,"score":0.4361177384853363},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4269941747188568},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25860142707824707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-35302-4_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35302-4_29","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:repository.uwl.ac.uk:10068","is_oa":false,"landing_page_url":"https://repository.uwl.ac.uk/id/eprint/10068/1/2023-FIMH-Deep.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402477","display_name":"UWL Repository (University of West London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177463362","host_organization_name":"University of West London","host_organization_lineage":["https://openalex.org/I177463362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1872312298","https://openalex.org/W1901129140","https://openalex.org/W1978633512","https://openalex.org/W2012878613","https://openalex.org/W2768367887","https://openalex.org/W2805553949","https://openalex.org/W2900954917","https://openalex.org/W2914584698","https://openalex.org/W2915232829","https://openalex.org/W2948985102","https://openalex.org/W2951786554","https://openalex.org/W2969491324","https://openalex.org/W2977942577","https://openalex.org/W3082269314","https://openalex.org/W3123982987","https://openalex.org/W3127985875","https://openalex.org/W4324356668"],"related_works":["https://openalex.org/W3159631231","https://openalex.org/W2103926897","https://openalex.org/W4306248409","https://openalex.org/W2062728131","https://openalex.org/W1824075546","https://openalex.org/W2101250918","https://openalex.org/W4376143407","https://openalex.org/W2894406327","https://openalex.org/W2951903939","https://openalex.org/W4315434538"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}