{"id":"https://openalex.org/W4392391191","doi":"https://doi.org/10.1016/j.compbiomed.2024.108207","title":"Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013\u20132023)","display_name":"Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013\u20132023)","publication_year":2024,"publication_date":"2024-02-28","ids":{"openalex":"https://openalex.org/W4392391191","doi":"https://doi.org/10.1016/j.compbiomed.2024.108207","pmid":"https://pubmed.ncbi.nlm.nih.gov/38489986"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108207","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"review","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compbiomed.2024.108207","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076979017","display_name":"Anjan Gudigar","orcid":"https://orcid.org/0000-0001-5634-9103"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjan Gudigar","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008671428","display_name":"Nahrizul Adib Kadri","orcid":"https://orcid.org/0000-0001-9694-4337"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nahrizul Adib Kadri","raw_affiliation_strings":["Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, 50603, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072698471","display_name":"U. Raghavendra","orcid":"https://orcid.org/0000-0002-1124-089X"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"U. Raghavendra","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102189504","display_name":"Jyothi Samanth","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyothi Samanth","raw_affiliation_strings":["Department of Cardiovascular Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079891285","display_name":"M. Maithri","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Maithri","raw_affiliation_strings":["Department of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026453748","display_name":"Mahesh Anil Inamdar","orcid":"https://orcid.org/0000-0002-7487-3571"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mahesh Anil Inamdar","raw_affiliation_strings":["Department of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069258006","display_name":"Mukund A. Prabhu","orcid":"https://orcid.org/0000-0001-9908-2891"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]},{"id":"https://openalex.org/I76414455","display_name":"Kasturba Medical College, Manipal","ror":"https://ror.org/05hg48t65","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460","https://openalex.org/I76414455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mukund A. Prabhu","raw_affiliation_strings":["Department of Cardiology, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, 576104, India"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, 576104, India","institution_ids":["https://openalex.org/I164861460","https://openalex.org/I76414455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077447377","display_name":"Ajay Hegde","orcid":"https://orcid.org/0000-0001-6970-2260"},"institutions":[{"id":"https://openalex.org/I4210165321","display_name":"Manipal Hospital","ror":"https://ror.org/05mryn396","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210165321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajay Hegde","raw_affiliation_strings":["Manipal Hospitals, Bengaluru, Karnataka, 560102, India"],"affiliations":[{"raw_affiliation_string":"Manipal Hospitals, Bengaluru, Karnataka, 560102, India","institution_ids":["https://openalex.org/I4210165321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046533689","display_name":"Massimo Salvi","orcid":"https://orcid.org/0000-0001-7225-7401"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Salvi","raw_affiliation_strings":["Biolab, PolitoBIOMedLab, Department of Electronics and Telecommunications, Politecnicodi Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Biolab, PolitoBIOMedLab, Department of Electronics and Telecommunications, Politecnicodi Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045600122","display_name":"Chai Hong Yeong","orcid":"https://orcid.org/0000-0003-1572-4143"},"institutions":[{"id":"https://openalex.org/I4210143550","display_name":"Taylor's University","ror":"https://ror.org/0498pcx51","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210143550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chai Hong Yeong","raw_affiliation_strings":["School of Medicine, Faculty of Health and Medical Sciences, Taylor's University, 47500, Subang Jaya, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Faculty of Health and Medical Sciences, Taylor's University, 47500, Subang Jaya, Malaysia","institution_ids":["https://openalex.org/I4210143550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016221020","display_name":"Prabal Datta Barua","orcid":"https://orcid.org/0000-0001-5117-8333"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prabal Datta Barua","raw_affiliation_strings":["Cogninet Brain Team, Cogninet Australia, Sydney, NSW, 2010, Australia","Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, 2007, Australia","School of Business (Information Systems), Faculty of Business, Education, Law & Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia"],"affiliations":[{"raw_affiliation_string":"Cogninet Brain Team, Cogninet Australia, Sydney, NSW, 2010, Australia","institution_ids":[]},{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Business (Information Systems), Faculty of Business, Education, Law & Arts, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047035994","display_name":"Filippo Molinari","orcid":"https://orcid.org/0000-0003-1150-2244"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Molinari","raw_affiliation_strings":["Biolab, PolitoBIOMedLab, Department of Electronics and Telecommunications, Politecnicodi Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Biolab, PolitoBIOMedLab, Department of Electronics and Telecommunications, Politecnicodi Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Centre for Health Research, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Health Research, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, 4300, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institution_assertions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5072698471"],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610,"provenance":"doaj"},"apc_paid":{"value":2610,"currency":"USD","value_usd":2610,"provenance":"doaj"},"fwci":1.325,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.999251,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":96},"biblio":{"volume":"172","issue":null,"first_page":"108207","last_page":"108207"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9979,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9979,"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/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9973,"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/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9964,"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/modalities","display_name":"Modalities","score":0.5613637},{"id":"https://openalex.org/keywords/identification","display_name":"Identification","score":0.5146869},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5082338}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5912534},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5613637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5451519},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5146869},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5082338},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.48850858},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4591306},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34823316},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D018810","descriptor_name":"Magnetic Resonance Angiography","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008511","descriptor_name":"Medicine","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108207","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38489986","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108207","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320334771","funder_display_name":"Science and Engineering Research Board","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":206,"referenced_works":["https://openalex.org/W1130218261","https://openalex.org/W1895804544","https://openalex.org/W1964160222","https://openalex.org/W1975265659","https://openalex.org/W1986989640","https://openalex.org/W1992890029","https://openalex.org/W1996173692","https://openalex.org/W1998690710","https://openalex.org/W2007739294","https://openalex.org/W2021956260","https://openalex.org/W2027895048","https://openalex.org/W2046788142","https://openalex.org/W2059253582","https://openalex.org/W2061078276","https://openalex.org/W2061988801","https://openalex.org/W2068517938","https://openalex.org/W2083817839","https://openalex.org/W2091163929","https://openalex.org/W2092939677","https://openalex.org/W2100807461","https://openalex.org/W2104469694","https://openalex.org/W2104855192","https://openalex.org/W2108384566","https://openalex.org/W2110972213","https://openalex.org/W2115750582","https://openalex.org/W2117841533","https://openalex.org/W2119236095","https://openalex.org/W2125440793","https://openalex.org/W2143256197","https://openalex.org/W2145650027","https://openalex.org/W2146311773","https://openalex.org/W2148311100","https://openalex.org/W2150769593","https://openalex.org/W2156121263","https://openalex.org/W2157379644","https://openalex.org/W2251133041","https://openalex.org/W2285072859","https://openalex.org/W2334499091","https://openalex.org/W2345846359","https://openalex.org/W2400243528","https://openalex.org/W2413979347","https://openalex.org/W2414416656","https://openalex.org/W2415229514","https://openalex.org/W2471327176","https://openalex.org/W2516809705","https://openalex.org/W2525975480","https://openalex.org/W2536568627","https://openalex.org/W2544991555","https://openalex.org/W2587235033","https://openalex.org/W2604383457","https://openalex.org/W2620971809","https://openalex.org/W2645528799","https://openalex.org/W2739794977","https://openalex.org/W2748092049","https://openalex.org/W2760978308","https://openalex.org/W2774427173","https://openalex.org/W2783326842","https://openalex.org/W2783413808","https://openalex.org/W2786814109","https://openalex.org/W2794106486","https://openalex.org/W2799657705","https://openalex.org/W2800285951","https://openalex.org/W2802812670","https://openalex.org/W2888894984","https://openalex.org/W2894724600","https://openalex.org/W2898457169","https://openalex.org/W2906577143","https://openalex.org/W2906624315","https://openalex.org/W2909933854","https://openalex.org/W2911982936","https://openalex.org/W2922778577","https://openalex.org/W2932604174","https://openalex.org/W2937554593","https://openalex.org/W2955961229","https://openalex.org/W2962862931","https://openalex.org/W2965150466","https://openalex.org/W2973631113","https://openalex.org/W2976887996","https://openalex.org/W2982136515","https://openalex.org/W2982215737","https://openalex.org/W2982266845","https://openalex.org/W2992952298","https://openalex.org/W2997308669","https://openalex.org/W2999373591","https://openalex.org/W3000514658","https://openalex.org/W3003897869","https://openalex.org/W3004706883","https://openalex.org/W3006276618","https://openalex.org/W3008117014","https://openalex.org/W3011748695","https://openalex.org/W3015201783","https://openalex.org/W3021468941","https://openalex.org/W3025156093","https://openalex.org/W3025592089","https://openalex.org/W3037304592","https://openalex.org/W3040176058","https://openalex.org/W3040220837","https://openalex.org/W3043545482","https://openalex.org/W3043942775","https://openalex.org/W3044458085","https://openalex.org/W3045346211","https://openalex.org/W3081463146","https://openalex.org/W3087316027","https://openalex.org/W3093717581","https://openalex.org/W3097271252","https://openalex.org/W3105639173","https://openalex.org/W3118033156","https://openalex.org/W3126214037","https://openalex.org/W3138684326","https://openalex.org/W3160110762","https://openalex.org/W3161194468","https://openalex.org/W3164461680","https://openalex.org/W3164506787","https://openalex.org/W3164532900","https://openalex.org/W3164731060","https://openalex.org/W3170604628","https://openalex.org/W3171925877","https://openalex.org/W3187560954","https://openalex.org/W3188156181","https://openalex.org/W3193823764","https://openalex.org/W3195054274","https://openalex.org/W3197935021","https://openalex.org/W3201344871","https://openalex.org/W3217683468","https://openalex.org/W4200295897","https://openalex.org/W4205141685","https://openalex.org/W4205836412","https://openalex.org/W4210652228","https://openalex.org/W4210993281","https://openalex.org/W4214557537","https://openalex.org/W4220695401","https://openalex.org/W4220845336","https://openalex.org/W4221105212","https://openalex.org/W4221134003","https://openalex.org/W4223434316","https://openalex.org/W4224293117","https://openalex.org/W4224326171","https://openalex.org/W4226113147","https://openalex.org/W4226145945","https://openalex.org/W4228998101","https://openalex.org/W4236965008","https://openalex.org/W4238685196","https://openalex.org/W4245694139","https://openalex.org/W4246169631","https://openalex.org/W4247413587","https://openalex.org/W4247993926","https://openalex.org/W4249697040","https://openalex.org/W4250811181","https://openalex.org/W4254536483","https://openalex.org/W4281924815","https://openalex.org/W4281983829","https://openalex.org/W4282924660","https://openalex.org/W4282941197","https://openalex.org/W4283068819","https://openalex.org/W4283320106","https://openalex.org/W4284881435","https://openalex.org/W4285098453","https://openalex.org/W4285188019","https://openalex.org/W4285596774","https://openalex.org/W4285774390","https://openalex.org/W4287864753","https://openalex.org/W4288439806","https://openalex.org/W4289812882","https://openalex.org/W4291020319","https://openalex.org/W4292693080","https://openalex.org/W4297176686","https://openalex.org/W4297399257","https://openalex.org/W4307040982","https://openalex.org/W4308584886","https://openalex.org/W4309030604","https://openalex.org/W4311411295","https://openalex.org/W4311684315","https://openalex.org/W4313290111","https://openalex.org/W4313500037","https://openalex.org/W4317936535","https://openalex.org/W4319000427","https://openalex.org/W4322101985","https://openalex.org/W4323364831","https://openalex.org/W4323688066","https://openalex.org/W4324054704","https://openalex.org/W4324381744","https://openalex.org/W4362570971","https://openalex.org/W4365146529","https://openalex.org/W4366085876","https://openalex.org/W4366090845","https://openalex.org/W4366979623","https://openalex.org/W4367368062","https://openalex.org/W4379662203","https://openalex.org/W4381598483","https://openalex.org/W4381950909","https://openalex.org/W4383105130","https://openalex.org/W4384938375","https://openalex.org/W4385584702","https://openalex.org/W4385604071","https://openalex.org/W4386102361","https://openalex.org/W4386127773","https://openalex.org/W4386132017","https://openalex.org/W4386385472","https://openalex.org/W4386800155","https://openalex.org/W4386813041","https://openalex.org/W4387026791","https://openalex.org/W4387781596","https://openalex.org/W4388210754","https://openalex.org/W4388562964","https://openalex.org/W4389961242","https://openalex.org/W4390480808"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4320153225","https://openalex.org/W4307407935","https://openalex.org/W4293261942","https://openalex.org/W4224266612","https://openalex.org/W3125968744","https://openalex.org/W2383394264","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W203959209"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"techniques":[3,14],"are":[4,95,168],"increasingly":[5],"used":[6,72],"in":[7,11,22],"computer-aided":[8],"diagnostic":[9],"tools":[10],"medicine.":[12],"These":[13],"can":[15,48],"also":[16,49,96],"help":[17],"to":[18,73,157],"identify":[19,67],"hypertension":[20],"(HTN)":[21],"its":[23],"early":[24,177],"stage,":[25],"as":[26,110],"it":[27],"is":[28],"a":[29,126,137],"global":[30],"health":[31],"issue.":[32],"Automated":[33],"HTN":[34,47,64,94,178],"detection":[35,179],"uses":[36],"socio-demographic,":[37],"clinical":[38,78,150],"data,":[39,79,151],"and":[40,70,82,116,154],"physiological":[41,80,152],"signals.":[42],"Additionally,":[43],"signs":[44],"of":[45,87,100,129,134,184],"secondary":[46,93],"be":[50],"identified":[51],"using":[52],"various":[53],"imaging":[54,118,156],"modalities.":[55],"This":[56],"systematic":[57],"review":[58],"examines":[59],"related":[60],"work":[61],"on":[62],"automated":[63],"detection.":[65],"We":[66],"datasets,":[68],"techniques,":[69],"classifiers":[71],"develop":[74],"AI":[75],"models":[76,90],"from":[77,143],"signals,":[81,153],"fused":[83],"data":[84,142,186],"(a":[85],"combination":[86],"both).":[88],"Image-based":[89],"for":[91,176],"assessing":[92],"reviewed.":[97],"The":[98],"majority":[99],"the":[101,130,159],"reviewed":[102],"studies":[103,131],"have":[104],"primarily":[105],"utilized":[106,136],"single-modality":[107],"approaches,":[108],"such":[109],"biological":[111],"signals":[112],"(e.g.,":[113,119],"electrocardiography,":[114],"photoplethysmography),":[115],"medical":[117,155],"magnetic":[120],"resonance":[121],"angiography,":[122],"ultrasound).":[123],"Surprisingly,":[124],"only":[125],"small":[127],"portion":[128],"(22":[132],"out":[133],"122)":[135],"multi-modal":[138,185],"fusion":[139],"approach":[140],"combining":[141],"different":[144],"sources.":[145,187],"Even":[146],"fewer":[147],"investigated":[148],"integrating":[149],"understand":[158],"intricate":[160],"relationships":[161],"between":[162],"these":[163],"factors.":[164],"Future":[165],"research":[166],"directions":[167],"discussed":[169],"that":[170],"could":[171],"build":[172],"better":[173],"healthcare":[174],"systems":[175],"through":[180],"more":[181],"integrated":[182],"modeling":[183]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392391191","counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-01-03T04:20:34.847669","created_date":"2024-03-05"}