{"id":"https://openalex.org/W4380789126","doi":"https://doi.org/10.1007/978-3-031-35302-4_30","title":"Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data","display_name":"Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380789126","doi":"https://doi.org/10.1007/978-3-031-35302-4_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-35302-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35302-4_30","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/A5092176978","display_name":"Tuan Aqeel Bohoran","orcid":"https://orcid.org/0000-0001-8510-579X"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tuan A. Bohoran","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004408075","display_name":"Polydoros \u039d. Kampaktsis","orcid":"https://orcid.org/0000-0001-8352-5360"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Polydoros N. Kampaktsis","raw_affiliation_strings":["Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000852461","display_name":"Laura McLaughlin","orcid":null},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura McLaughlin","raw_affiliation_strings":["Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013800193","display_name":"Jay Leb","orcid":"https://orcid.org/0000-0002-9940-2610"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jay Leb","raw_affiliation_strings":["Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077526481","display_name":"Serafeim Moustakidis","orcid":"https://orcid.org/0000-0002-1090-2177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serafeim Moustakidis","raw_affiliation_strings":["AiDEAS, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"AiDEAS, Tallinn, Estonia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027073118","display_name":"Gerry P McCann","orcid":"https://orcid.org/0000-0002-5542-8448"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I4210166781","display_name":"NIHR Leicester Biomedical Research Centre","ror":"https://ror.org/05xqxa525","country_code":"GB","type":"facility","lineage":["https://openalex.org/I143804889","https://openalex.org/I153648349","https://openalex.org/I2802445252","https://openalex.org/I34931013","https://openalex.org/I4210166781"]},{"id":"https://openalex.org/I2802040150","display_name":"Glenfield Hospital","ror":"https://ror.org/048a96r61","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802040150","https://openalex.org/I2802445252"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gerry P. McCann","raw_affiliation_strings":["Department of Cardiovascular Sciences, University of Leicester and the NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK"],"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Sciences, University of Leicester and the NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK","institution_ids":["https://openalex.org/I4210166781","https://openalex.org/I2802040150","https://openalex.org/I153648349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085856176","display_name":"Archontis Giannakidis","orcid":"https://orcid.org/0000-0001-7403-923X"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Archontis Giannakidis","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, UK","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5092176978"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.4603,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87253907,"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":"292","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9955000281333923,"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":0.6963919997215271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5281025171279907},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5242600440979004},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4970078766345978},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44760555028915405},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.4240574538707733},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.4151146411895752},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39854633808135986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37883222103118896},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11018088459968567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09811332821846008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963919997215271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5281025171279907},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5242600440979004},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4970078766345978},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44760555028915405},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.4240574538707733},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.4151146411895752},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39854633808135986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37883222103118896},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11018088459968567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09811332821846008},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-35302-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35302-4_30","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:irep.ntu.ac.uk:49344","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/49344/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1969847513","https://openalex.org/W2003030784","https://openalex.org/W2144842858","https://openalex.org/W2295598076","https://openalex.org/W2586367365","https://openalex.org/W3134914620","https://openalex.org/W3137133780","https://openalex.org/W4281484203","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W4388155270","https://openalex.org/W1872724644","https://openalex.org/W2750549761","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W4367156293","https://openalex.org/W2130894091","https://openalex.org/W2994151208"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}
