{"id":"https://openalex.org/W2691730529","doi":"https://doi.org/10.1093/bioinformatics/btx552","title":"Three-dimensional cardiovascular imaging-genetics: a mass univariate framework","display_name":"Three-dimensional cardiovascular imaging-genetics: a mass univariate framework","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2691730529","doi":"https://doi.org/10.1093/bioinformatics/btx552","mag":"2691730529","pmid":"https://pubmed.ncbi.nlm.nih.gov/28968671"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btx552","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx552","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/34/1/97/25113559/btx552.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/34/1/97/25113559/btx552.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016254297","display_name":"Carlo Biffi","orcid":"https://orcid.org/0000-0002-4913-7441"},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]},{"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":"Carlo Biffi","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","Department of Computing, Imperial College London, South Kensington Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Computing, Imperial College London, South Kensington Campus, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071762687","display_name":"Antonio de Marvao","orcid":"https://orcid.org/0000-0001-9095-5887"},"institutions":[{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]},{"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/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonio de Marvao","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108821492","display_name":"Mark Attard","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"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark I Attard","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089066482","display_name":"Timothy J. W. Dawes","orcid":"https://orcid.org/0000-0001-7871-524X"},"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/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Timothy J W Dawes","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080840846","display_name":"Nicola Whiffin","orcid":"https://orcid.org/0000-0003-1554-6594"},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210111309","display_name":"NIHR Royal Brompton Cardiovascular Biomedical Research Unit","ror":"https://ror.org/01y4kmz24","country_code":"GB","type":"government","lineage":["https://openalex.org/I2800036501","https://openalex.org/I34931013","https://openalex.org/I4210111309"]},{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]},{"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":"Nicola Whiffin","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]},{"raw_affiliation_string":"NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","institution_ids":["https://openalex.org/I4210111309"]},{"raw_affiliation_string":"Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059823739","display_name":"Wenjia Bai","orcid":"https://orcid.org/0000-0003-2943-7698"},"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":"Wenjia Bai","raw_affiliation_strings":["Department of Computing, Imperial College London, South Kensington Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, South Kensington Campus, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018244514","display_name":"Wenzhe Shi","orcid":"https://orcid.org/0000-0002-9750-6379"},"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":"Wenzhe Shi","raw_affiliation_strings":["Department of Computing, Imperial College London, South Kensington Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, South Kensington Campus, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030202355","display_name":"Catherine Francis","orcid":"https://orcid.org/0000-0002-4370-9461"},"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/I4210111309","display_name":"NIHR Royal Brompton Cardiovascular Biomedical Research Unit","ror":"https://ror.org/01y4kmz24","country_code":"GB","type":"government","lineage":["https://openalex.org/I2800036501","https://openalex.org/I34931013","https://openalex.org/I4210111309"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Catherine Francis","raw_affiliation_strings":["NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","institution_ids":["https://openalex.org/I4210111309"]},{"raw_affiliation_string":"Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021290397","display_name":"Hannah V. Meyer","orcid":"https://orcid.org/0000-0003-4564-0899"},"institutions":[{"id":"https://openalex.org/I87048295","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08","country_code":"GB","type":"funder","lineage":["https://openalex.org/I87048295"]},{"id":"https://openalex.org/I1303153112","display_name":"European Bioinformatics Institute","ror":"https://ror.org/02catss52","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1303153112","https://openalex.org/I4210138560"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hannah Meyer","raw_affiliation_strings":["European Molecular Biology Laboratory (EMBL), European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, UK"],"affiliations":[{"raw_affiliation_string":"European Molecular Biology Laboratory (EMBL), European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, UK","institution_ids":["https://openalex.org/I1303153112","https://openalex.org/I87048295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034314016","display_name":"Rachel Buchan","orcid":"https://orcid.org/0000-0003-2490-9289"},"institutions":[{"id":"https://openalex.org/I4210111309","display_name":"NIHR Royal Brompton Cardiovascular Biomedical Research Unit","ror":"https://ror.org/01y4kmz24","country_code":"GB","type":"government","lineage":["https://openalex.org/I2800036501","https://openalex.org/I34931013","https://openalex.org/I4210111309"]},{"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":"Rachel Buchan","raw_affiliation_strings":["NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","institution_ids":["https://openalex.org/I4210111309"]},{"raw_affiliation_string":"Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071216592","display_name":"Stuart A. Cook","orcid":"https://orcid.org/0000-0001-6628-194X"},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210111309","display_name":"NIHR Royal Brompton Cardiovascular Biomedical Research Unit","ror":"https://ror.org/01y4kmz24","country_code":"GB","type":"government","lineage":["https://openalex.org/I2800036501","https://openalex.org/I34931013","https://openalex.org/I4210111309"]},{"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/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]},{"id":"https://openalex.org/I4210147238","display_name":"National Heart Centre Singapore","ror":"https://ror.org/04f8k9513","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210147238"]}],"countries":["GB","SG"],"is_corresponding":false,"raw_author_name":"Stuart A Cook","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","Department of Cardiology, National Heart Centre Singapore, Singapore","NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","Programme in Cardiovascular and Metabolic Disorders, Duke National University Singapore, Singapore","Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Cardiology, National Heart Centre Singapore, Singapore","institution_ids":["https://openalex.org/I4210147238"]},{"raw_affiliation_string":"NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Trust, London, UK","institution_ids":["https://openalex.org/I4210111309"]},{"raw_affiliation_string":"Programme in Cardiovascular and Metabolic Disorders, Duke National University Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Quantitative Physiology and Genetics, National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006461848","display_name":"Daniel Rueckert","orcid":"https://orcid.org/0000-0002-5683-5889"},"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":"Daniel Rueckert","raw_affiliation_strings":["Department of Computing, Imperial College London, South Kensington Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, South Kensington Campus, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068696789","display_name":"Declan P. O\u2019Regan","orcid":"https://orcid.org/0000-0002-0691-0270"},"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/I2801748203","display_name":"Hammersmith Hospital","ror":"https://ror.org/05jg8yp15","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I2801748203"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Declan P O\u2019Regan","raw_affiliation_strings":["Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Magnetic Resonance Imaging and Genetics, MRC London Institute of Medical Sciences, Imperial College London, Hammersmith Hospital Campus, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I2801748203","https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5068696789"],"corresponding_institution_ids":["https://openalex.org/I2801748203","https://openalex.org/I4210161592","https://openalex.org/I47508984"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":2090,"currency":"EUR","value_usd":2254},"fwci":1.5666,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.83006488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"34","issue":"1","first_page":"97","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9889000058174133,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.7006598114967346},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4609411954879761},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44313913583755493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4113510251045227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3544917702674866},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3249284625053406},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31943851709365845},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30053743720054626},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.260567307472229},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23279830813407898},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12517330050468445}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.7006598114967346},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4609411954879761},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44313913583755493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4113510251045227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3544917702674866},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3249284625053406},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31943851709365845},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30053743720054626},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.260567307472229},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23279830813407898},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12517330050468445},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D017379","descriptor_name":"Hypertrophy, Left Ventricular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1093/bioinformatics/btx552","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx552","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/34/1/97/25113559/btx552.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:28968671","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28968671","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:arXiv.org:1706.07355","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.07355","pdf_url":"https://arxiv.org/pdf/1706.07355","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.cshl.edu:37741","is_oa":false,"landing_page_url":"https://repository.cshl.edu/id/eprint/37741/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402288","display_name":"Cold Spring Harbor Laboratory Institutional Repository (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Paper"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/150627","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/150627","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5870605","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5870605","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/50589","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/50589","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/51613","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/51613","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btx552","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx552","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/34/1/97/25113559/btx552.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2112047048","display_name":null,"funder_award_id":"PG/12/27/29489, NH/17/1/32725, SP/10/10/28431 and RE/13/4/30184","funder_id":"https://openalex.org/F4320319992","funder_display_name":"British Heart Foundation"},{"id":"https://openalex.org/G5972579360","display_name":null,"funder_award_id":"SGL015/1006","funder_id":"https://openalex.org/F4320320241","funder_display_name":"Academy of Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320319992","display_name":"British Heart Foundation","ror":"https://ror.org/02wdwnk04"},{"id":"https://openalex.org/F4320320241","display_name":"Academy of Medical Sciences","ror":"https://ror.org/00c489v88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2691730529.pdf","grobid_xml":"https://content.openalex.org/works/W2691730529.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W399819550","https://openalex.org/W1500072073","https://openalex.org/W1528119265","https://openalex.org/W1596515083","https://openalex.org/W1608875353","https://openalex.org/W1872336954","https://openalex.org/W1977611243","https://openalex.org/W1978116054","https://openalex.org/W1980361506","https://openalex.org/W1987736934","https://openalex.org/W1992436001","https://openalex.org/W1996282906","https://openalex.org/W2022137702","https://openalex.org/W2025389038","https://openalex.org/W2027662587","https://openalex.org/W2031334359","https://openalex.org/W2046557060","https://openalex.org/W2046847841","https://openalex.org/W2052357007","https://openalex.org/W2052597048","https://openalex.org/W2056495535","https://openalex.org/W2069899827","https://openalex.org/W2083255899","https://openalex.org/W2096491260","https://openalex.org/W2098128167","https://openalex.org/W2109907633","https://openalex.org/W2110065044","https://openalex.org/W2116948892","https://openalex.org/W2126388596","https://openalex.org/W2126693856","https://openalex.org/W2129655528","https://openalex.org/W2131288011","https://openalex.org/W2166349250","https://openalex.org/W2175293826","https://openalex.org/W2555626725","https://openalex.org/W2556701428","https://openalex.org/W2604500500","https://openalex.org/W2620296437","https://openalex.org/W2765984649","https://openalex.org/W3157407122","https://openalex.org/W3184801616"],"related_works":["https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W204175656","https://openalex.org/W2911841387","https://openalex.org/W2803255289","https://openalex.org/W1512294453","https://openalex.org/W1993992974","https://openalex.org/W2550734047","https://openalex.org/W2176526134","https://openalex.org/W2341571017"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
