{"id":"https://openalex.org/W7082644103","doi":"https://doi.org/10.1007/978-3-032-05185-1_46","title":"PRECISE-AS: Personalized Reinforcement Learning for\u00a0Efficient Point-of-Care Echocardiography in\u00a0Aortic Stenosis Diagnosis","display_name":"PRECISE-AS: Personalized Reinforcement Learning for\u00a0Efficient Point-of-Care Echocardiography in\u00a0Aortic Stenosis Diagnosis","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W7082644103","doi":"https://doi.org/10.1007/978-3-032-05185-1_46"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05185-1_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05185-1_46","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":null,"display_name":"Armin Saadat","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Armin Saadat","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nima Hashemi","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nima Hashemi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hooman Vaseli","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hooman Vaseli","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michael Y. Tsang","orcid":null},"institutions":[{"id":"https://openalex.org/I2802832906","display_name":"Vancouver General Hospital","ror":"https://ror.org/02zg69r60","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I2799475292","https://openalex.org/I2802832906"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Y. Tsang","raw_affiliation_strings":["Vancouver General Hospital, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Vancouver General Hospital, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I2802832906"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Christina Luong","orcid":null},"institutions":[{"id":"https://openalex.org/I2802832906","display_name":"Vancouver General Hospital","ror":"https://ror.org/02zg69r60","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I2799475292","https://openalex.org/I2802832906"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christina Luong","raw_affiliation_strings":["Vancouver General Hospital, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Vancouver General Hospital, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I2802832906"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michiel Van de Panne","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michiel Van de Panne","raw_affiliation_strings":["Department of Computer Science, The University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Teresa S. M. Tsang","orcid":null},"institutions":[{"id":"https://openalex.org/I2802832906","display_name":"Vancouver General Hospital","ror":"https://ror.org/02zg69r60","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I2799475292","https://openalex.org/I2802832906"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Teresa S. M. Tsang","raw_affiliation_strings":["Vancouver General Hospital, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Vancouver General Hospital, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I2802832906"]}]},{"author_position":"last","author":{"id":null,"display_name":"Purang Abolmaesumi","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Purang Abolmaesumi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0044,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.96335232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"474","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.7014999985694885,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.7014999985694885,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.02800000086426735,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14311","display_name":"Electrical and Electromagnetic Research","score":0.015699999406933784,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.5388000011444092},{"id":"https://openalex.org/keywords/stenosis","display_name":"Stenosis","score":0.5299999713897705},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5260000228881836},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4975000023841858},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4657000005245209},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4544999897480011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690999865531921},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.5388000011444092},{"id":"https://openalex.org/C2780007028","wikidata":"https://www.wikidata.org/wiki/Q2343082","display_name":"Stenosis","level":2,"score":0.5299999713897705},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5260000228881836},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4975000023841858},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4595000147819519},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4564000070095062},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4544999897480011},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.41190001368522644},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38339999318122864},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.36489999294281006},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.35190001130104065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3190000057220459},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.27950000762939453},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05185-1_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05185-1_46","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":22,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W2146080921","https://openalex.org/W2161849513","https://openalex.org/W2811104224","https://openalex.org/W2889537001","https://openalex.org/W2972012128","https://openalex.org/W2979303510","https://openalex.org/W2996089546","https://openalex.org/W3095437761","https://openalex.org/W3175314453","https://openalex.org/W3178864596","https://openalex.org/W3200245047","https://openalex.org/W4250991401","https://openalex.org/W4289292071","https://openalex.org/W4292652755","https://openalex.org/W4300892457","https://openalex.org/W4313484312","https://openalex.org/W4321524518","https://openalex.org/W4385245566","https://openalex.org/W4385834496","https://openalex.org/W4387211816","https://openalex.org/W4403077524"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
