{"id":"https://openalex.org/W3018833029","doi":"https://doi.org/10.1109/jbhi.2020.2979608","title":"PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings","display_name":"PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings","publication_year":2020,"publication_date":"2020-04-27","ids":{"openalex":"https://openalex.org/W3018833029","doi":"https://doi.org/10.1109/jbhi.2020.2979608","mag":"3018833029","pmid":"https://pubmed.ncbi.nlm.nih.gov/32340967"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.2979608","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2979608","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9248684/09078801.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9248684/09078801.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013914724","display_name":"Dani Kiyasseh","orcid":"https://orcid.org/0000-0002-2898-1790"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210146410","display_name":"Science Oxford","ror":"https://ror.org/04j8yhy50","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210146410"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dani Kiyasseh","raw_affiliation_strings":["Engineering Science Department, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Engineering Science Department, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I4210146410","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024549881","display_name":"Girmaw Abebe Tadesse","orcid":"https://orcid.org/0000-0002-2648-9102"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210146410","display_name":"Science Oxford","ror":"https://ror.org/04j8yhy50","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210146410"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Girmaw Abebe Tadesse","raw_affiliation_strings":["Engineering Science Department, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Engineering Science Department, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I4210146410","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040850954","display_name":"Le Nguyen Thanh Nhan","orcid":"https://orcid.org/0000-0002-5405-7198"},"institutions":[{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Le Nguyen Thanh Nhan","raw_affiliation_strings":["Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005374485","display_name":"Le Van Tan","orcid":"https://orcid.org/0000-0002-1791-3901"},"institutions":[{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Le Van Tan","raw_affiliation_strings":["Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052155328","display_name":"Louise Thwaites","orcid":"https://orcid.org/0000-0002-4666-9813"},"institutions":[{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Louise Thwaites","raw_affiliation_strings":["Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055850985","display_name":"Tingting Zhu","orcid":"https://orcid.org/0000-0002-1552-5630"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210146410","display_name":"Science Oxford","ror":"https://ror.org/04j8yhy50","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210146410"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tingting Zhu","raw_affiliation_strings":["Engineering Science Department, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Engineering Science Department, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I4210146410","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040302008","display_name":"David A. Clifton","orcid":"https://orcid.org/0000-0002-9848-8555"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210146410","display_name":"Science Oxford","ror":"https://ror.org/04j8yhy50","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210146410"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Clifton","raw_affiliation_strings":["Engineering Science Department, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Engineering Science Department, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I4210146410","https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5013914724"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210146410"],"apc_list":null,"apc_paid":null,"fwci":6.8467,"has_fulltext":true,"cited_by_count":78,"citation_normalized_percentile":{"value":0.97771697,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"11","first_page":"3226","last_page":"3235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813987135887146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6561741232872009},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6178977489471436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5928726196289062},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5297466516494751},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4613149166107178},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4529432952404022},{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.45204809308052063},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43034327030181885},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.41287341713905334},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3540571928024292},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.14375385642051697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813987135887146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6561741232872009},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6178977489471436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5928726196289062},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5297466516494751},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4613149166107178},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4529432952404022},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.45204809308052063},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43034327030181885},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.41287341713905334},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3540571928024292},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.14375385642051697},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/jbhi.2020.2979608","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2979608","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9248684/09078801.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32340967","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32340967","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:europepmc.org:11295620","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7618182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:3ca3b2e5-f6e9-4975-9596-3e31bea8f9ea","is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:3ca3b2e5-f6e9-4975-9596-3e31bea8f9ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"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":"Symplectic Elements","raw_type":"Journal article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7618182","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7618182/","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":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2020.2979608","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2979608","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9248684/09078801.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2864483227","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"},{"id":"https://openalex.org/G5019429144","display_name":null,"funder_award_id":"EP/P009824/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5738782026","display_name":null,"funder_award_id":"EP/N020774/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3018833029.pdf","grobid_xml":"https://content.openalex.org/works/W3018833029.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W626287889","https://openalex.org/W1710476689","https://openalex.org/W1901129140","https://openalex.org/W1978453912","https://openalex.org/W2026942141","https://openalex.org/W2068258779","https://openalex.org/W2106479238","https://openalex.org/W2117539524","https://openalex.org/W2125389028","https://openalex.org/W2162800060","https://openalex.org/W2187089797","https://openalex.org/W2212660284","https://openalex.org/W2285072859","https://openalex.org/W2398243923","https://openalex.org/W2398618787","https://openalex.org/W2515503816","https://openalex.org/W2594477595","https://openalex.org/W2594994220","https://openalex.org/W2618530766","https://openalex.org/W2620664872","https://openalex.org/W2622068151","https://openalex.org/W2623550831","https://openalex.org/W2739748921","https://openalex.org/W2739824434","https://openalex.org/W2751049198","https://openalex.org/W2762218805","https://openalex.org/W2770173563","https://openalex.org/W2772474126","https://openalex.org/W2775795276","https://openalex.org/W2781474777","https://openalex.org/W2783914690","https://openalex.org/W2792903264","https://openalex.org/W2794106486","https://openalex.org/W2795144650","https://openalex.org/W2806591294","https://openalex.org/W2808991257","https://openalex.org/W2886572283","https://openalex.org/W2890139949","https://openalex.org/W2901030517","https://openalex.org/W2903744127","https://openalex.org/W2906643110","https://openalex.org/W2911436395","https://openalex.org/W2912718330","https://openalex.org/W2914848199","https://openalex.org/W2936774411","https://openalex.org/W2937028261","https://openalex.org/W2950299304","https://openalex.org/W2951751045","https://openalex.org/W2962928367","https://openalex.org/W2962961126","https://openalex.org/W2963001155","https://openalex.org/W2963030285","https://openalex.org/W2963045359","https://openalex.org/W2963185411","https://openalex.org/W2963373786","https://openalex.org/W2963552443","https://openalex.org/W2963681776","https://openalex.org/W2963809789","https://openalex.org/W2963942586","https://openalex.org/W2978735739","https://openalex.org/W3014080044","https://openalex.org/W3015571647","https://openalex.org/W3101667008","https://openalex.org/W3198359486","https://openalex.org/W4237171445","https://openalex.org/W4288101085","https://openalex.org/W4288279936","https://openalex.org/W4289676808","https://openalex.org/W4289704203","https://openalex.org/W4294583247","https://openalex.org/W4295276154","https://openalex.org/W4297726864","https://openalex.org/W4297730339","https://openalex.org/W4297817572","https://openalex.org/W6637568146","https://openalex.org/W6639824700","https://openalex.org/W6678815747","https://openalex.org/W6688325169","https://openalex.org/W6712594816","https://openalex.org/W6712738854","https://openalex.org/W6718379498","https://openalex.org/W6735249503","https://openalex.org/W6738960736","https://openalex.org/W6741832134","https://openalex.org/W6744093492","https://openalex.org/W6746363961","https://openalex.org/W6746638498","https://openalex.org/W6747227044","https://openalex.org/W6749904568","https://openalex.org/W6751646164","https://openalex.org/W6752030877","https://openalex.org/W6754000701","https://openalex.org/W6754164979","https://openalex.org/W6755257315","https://openalex.org/W6758489456","https://openalex.org/W6759087825","https://openalex.org/W6759523125","https://openalex.org/W6766039329","https://openalex.org/W6768582606","https://openalex.org/W6863204736"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2072858761","https://openalex.org/W2122132874","https://openalex.org/W4200107443","https://openalex.org/W4239033438","https://openalex.org/W1540261775","https://openalex.org/W2170552210","https://openalex.org/W2075445622"],"abstract_inverted_index":{"The":[0],"paucity":[1],"of":[2,14,64,88,111,154,172,187],"physiological":[3,81],"time-series":[4],"data":[5,51,70],"collected":[6],"from":[7],"low-resource":[8],"clinical":[9],"settings":[10],"limits":[11],"the":[12,58,61,68,85,109,127,135,173,185,188],"capabilities":[13],"modern":[15],"machine":[16],"learning":[17],"algorithms":[18],"in":[19,116],"achieving":[20],"high":[21],"performance.":[22,122,195],"Such":[23],"performance":[24],"is":[25,35,76],"further":[26],"hindered":[27],"by":[28,175],"class":[29],"imbalance;":[30],"datasets":[31,149,167],"where":[32],"a":[33,131,151],"diagnosis":[34],"much":[36],"more":[37],"common":[38],"than":[39],"others.":[40],"To":[41,123],"overcome":[42],"these":[43],"two":[44,144,147],"issues":[45],"at":[46],"low-cost":[47],"while":[48],"preserving":[49],"privacy,":[50],"augmentation":[52],"methods":[53],"can":[54],"be":[55],"employed.":[56],"In":[57,90],"time":[59],"domain,":[60],"traditional":[62],"method":[63],"time-warping":[65],"could":[66],"alter":[67],"underlying":[69],"distribution":[71],"with":[72,80,103],"detrimental":[73],"consequences.":[74],"This":[75,183],"prominent":[77],"when":[78,179],"dealing":[79],"conditions":[82],"that":[83],"influence":[84],"frequency":[86],"components":[87],"data.":[89],"this":[91,141],"paper,":[92],"we":[93,129],"propose":[94],"PlethAugment;":[95],"three":[96],"different":[97],"conditional":[98],"generative":[99],"adversarial":[100],"networks":[101],"(CGANs)":[102],"an":[104,170],"adapted":[105],"diversity":[106],"term":[107],"for":[108],"generation":[110],"pathological":[112],"photoplethysmogram":[113],"(PPG)":[114],"signals":[115],"order":[117],"to":[118,158,169,177,191],"boost":[119],"medical":[120,155],"classification":[121,194],"evaluate":[124],"and":[125,146],"compare":[126],"GANs,":[128],"introduce":[130],"novel":[132],"metric-agnostic":[133],"method;":[134],"synthetic":[136],"generalization":[137],"curve.":[138],"We":[139],"validate":[140],"approach":[142],"on":[143,160,165],"proprietary":[145],"public":[148],"representing":[150],"diverse":[152],"set":[153],"conditions.":[156],"Compared":[157],"training":[159,164],"non-augmented":[161],"class-balanced":[162],"datasets,":[163],"augmented":[166],"leads":[168],"improvement":[171],"AUROC":[174],"up":[176],"29%":[178],"using":[180],"cross":[181],"validation.":[182],"illustrates":[184],"potential":[186],"proposed":[189],"CGANs":[190],"significantly":[192],"improve":[193]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}