{"id":"https://openalex.org/W4408347198","doi":"https://doi.org/10.1109/icassp49660.2025.10888486","title":"Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning","display_name":"Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408347198","doi":"https://doi.org/10.1109/icassp49660.2025.10888486"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5029920666","display_name":"Hui Lin","orcid":"https://orcid.org/0000-0002-6559-2751"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hui Lin","raw_affiliation_strings":["OPPO Health Lab,Palo Alto,CA,USA,94303"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Palo Alto,CA,USA,94303","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784778","display_name":"Jiyang Li","orcid":"https://orcid.org/0000-0003-3553-8006"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiyang Li","raw_affiliation_strings":["OPPO Health Lab,Palo Alto,CA,USA,94303"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Palo Alto,CA,USA,94303","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025636130","display_name":"Ramy Hussein","orcid":"https://orcid.org/0000-0002-8258-1173"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramy Hussein","raw_affiliation_strings":["OPPO Health Lab,Palo Alto,CA,USA,94303"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Palo Alto,CA,USA,94303","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103266276","display_name":"Xin Sui","orcid":"https://orcid.org/0000-0001-5716-045X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Sui","raw_affiliation_strings":["OPPO Health Lab,Palo Alto,CA,USA,94303"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Palo Alto,CA,USA,94303","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449163","display_name":"Xiaoyu Li","orcid":"https://orcid.org/0000-0002-7876-1497"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoyu Li","raw_affiliation_strings":["OPPO Health Lab,Shenzhen,China,518037"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Shenzhen,China,518037","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013871767","display_name":"Guangpu Zhu","orcid":"https://orcid.org/0009-0009-4915-9390"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangpu Zhu","raw_affiliation_strings":["OPPO Health Lab,Shenzhen,China,518037"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Shenzhen,China,518037","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048650003","display_name":"Aggelos K. Katsaggelos","orcid":"https://orcid.org/0000-0003-4554-0070"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aggelos K. Katsaggelos","raw_affiliation_strings":["Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208"],"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100863265","display_name":"Zijing Zeng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zijing Zeng","raw_affiliation_strings":["OPPO Health Lab,Shenzhen,China,518037"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Shenzhen,China,518037","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101323020","display_name":"Yelei Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yelei Li","raw_affiliation_strings":["OPPO Health Lab,Shenzhen,China,518037"],"affiliations":[{"raw_affiliation_string":"OPPO Health Lab,Shenzhen,China,518037","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5029920666"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8425,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95020975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.501800000667572,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.501800000667572,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.6659663915634155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5902398228645325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.525574266910553},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45793867111206055},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3440428078174591},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.337899386882782},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11130490899085999}],"concepts":[{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.6659663915634155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5902398228645325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.525574266910553},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45793867111206055},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3440428078174591},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.337899386882782},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11130490899085999}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2396881363","https://openalex.org/W3015465660","https://openalex.org/W3196722428","https://openalex.org/W4220805399","https://openalex.org/W4224917913","https://openalex.org/W4319602646","https://openalex.org/W4360855216","https://openalex.org/W4389763727","https://openalex.org/W4390799427","https://openalex.org/W4392904732","https://openalex.org/W4402103122","https://openalex.org/W6739901393","https://openalex.org/W6857781987"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"Hypertension":[0],"is":[1],"a":[2,48],"leading":[3],"risk":[4,53],"factor":[5],"for":[6,18,50,58],"cardiovascular":[7],"diseases.":[8],"Traditional":[9],"blood":[10,27],"pressure":[11,28],"monitoring":[12,29],"methods":[13],"are":[14],"cumbersome":[15],"and":[16,39,74,89,120],"inadequate":[17],"continuous":[19,93],"tracking,":[20],"prompting":[21],"the":[22,56,63],"development":[23],"of":[24,71,95],"PPG-based":[25],"cuffless":[26],"wearables.":[30],"This":[31],"study":[32],"leverages":[33],"deep":[34],"learning":[35,111],"models,":[36],"including":[37],"ResNet":[38,100],"Transformer,":[40],"to":[41],"analyze":[42],"wrist":[43],"PPG":[44,60],"data":[45],"collected":[46],"with":[47,102],"smartwatch":[49],"efficient":[51],"hypertension":[52],"screening,":[54],"eliminating":[55],"need":[57],"handcrafted":[59],"features.":[61],"Using":[62],"Home":[64],"Blood":[65],"Pressure":[66],"Monitoring":[67],"(HBPM)":[68],"longitudinal":[69],"dataset":[70],"448":[72],"subjects":[73,88],"five-fold":[75],"cross-validation,":[76],"our":[77],"model":[78,101],"was":[79],"trained":[80],"on":[81,91],"over":[82],"68k":[83],"spot-check":[84],"instances":[85],"from":[86],"358":[87],"tested":[90],"real-world":[92,124],"recordings":[94],"90":[96],"subjects.":[97],"The":[98],"compact":[99],"0.124M":[103],"parameters":[104],"performed":[105],"significantly":[106],"better":[107],"than":[108],"traditional":[109],"machine":[110],"methods,":[112],"demonstrating":[113],"its":[114],"effectiveness":[115],"in":[116,123],"distinguishing":[117],"between":[118],"healthy":[119],"abnormal":[121],"cases":[122],"scenarios.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
