{"id":"https://openalex.org/W3199252091","doi":"https://doi.org/10.1007/s11042-021-11346-5","title":"Prediction of heart abnormalities using deep learning model and wearabledevices in smart health homes","display_name":"Prediction of heart abnormalities using deep learning model and wearabledevices in smart health homes","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3199252091","doi":"https://doi.org/10.1007/s11042-021-11346-5","mag":"3199252091"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-11346-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11346-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5050006711","display_name":"Jana Shafi","orcid":"https://orcid.org/0000-0001-6859-670X"},"institutions":[{"id":"https://openalex.org/I94415630","display_name":"Sri Padmavati Mahila Visvavidyalayam","ror":"https://ror.org/02zptxe07","country_code":"IN","type":"education","lineage":["https://openalex.org/I94415630"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jana Shafi","raw_affiliation_strings":["Sri PadmavatiMahila University Tirupati, Tirupati, India"],"affiliations":[{"raw_affiliation_string":"Sri PadmavatiMahila University Tirupati, Tirupati, India","institution_ids":["https://openalex.org/I94415630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051195514","display_name":"Mohammad S. Obaidat","orcid":"https://orcid.org/0000-0002-1569-9657"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["AE","CN","JO"],"is_corresponding":false,"raw_author_name":"Mohammad S. Obaidat","raw_affiliation_strings":["College of Computing and Informatics, University of Sharjah, Sharjah, 27272, UAE","King Abdullah II School of Information Technology, University of Jordan, Amman, 11942, Jordan","University of Science and Technology Beijing, Beijing, 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, University of Sharjah, Sharjah, 27272, UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"King Abdullah II School of Information Technology, University of Jordan, Amman, 11942, Jordan","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058130747","display_name":"P. Venkata Krishna","orcid":"https://orcid.org/0000-0001-8138-5878"},"institutions":[{"id":"https://openalex.org/I94415630","display_name":"Sri Padmavati Mahila Visvavidyalayam","ror":"https://ror.org/02zptxe07","country_code":"IN","type":"education","lineage":["https://openalex.org/I94415630"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Venkata Krishna","raw_affiliation_strings":["Sri PadmavatiMahila University Tirupati, Tirupati, India"],"affiliations":[{"raw_affiliation_string":"Sri PadmavatiMahila University Tirupati, Tirupati, India","institution_ids":["https://openalex.org/I94415630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059353810","display_name":"Balqies Sadoun","orcid":"https://orcid.org/0000-0003-2032-5964"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Balqies Sadoun","raw_affiliation_strings":["College of Engineering, University of Sharjah, Sharjah, 27272, UAE"],"affiliations":[{"raw_affiliation_string":"College of Engineering, University of Sharjah, Sharjah, 27272, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052743440","display_name":"M. Pounambal","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Pounambal","raw_affiliation_strings":["School of Information Technology and Engineering, VIT University, Vellore, TN, India"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, VIT University, Vellore, TN, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039402086","display_name":"J. Gitanjali","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Gitanjali","raw_affiliation_strings":["School of Information Technology and Engineering, VIT University, Vellore, TN, India"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, VIT University, Vellore, TN, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050006711"],"corresponding_institution_ids":["https://openalex.org/I94415630"],"apc_list":null,"apc_paid":null,"fwci":1.8851,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87150565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"81","issue":"1","first_page":"543","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.984000027179718,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.984000027179718,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9553999900817871,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8603085279464722},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6660380959510803},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6100208759307861},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5622943043708801},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47255584597587585},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.46010103821754456},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45725956559181213},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4445544183254242},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4350823760032654},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.42289653420448303},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41788288950920105},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21044665575027466},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15139180421829224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8603085279464722},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6660380959510803},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6100208759307861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5622943043708801},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47255584597587585},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.46010103821754456},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45725956559181213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4445544183254242},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4350823760032654},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.42289653420448303},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41788288950920105},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21044665575027466},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15139180421829224},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-021-11346-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11346-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W88566722","https://openalex.org/W147198365","https://openalex.org/W591372555","https://openalex.org/W1978123509","https://openalex.org/W1995836564","https://openalex.org/W2018049281","https://openalex.org/W2035244372","https://openalex.org/W2066326001","https://openalex.org/W2068740979","https://openalex.org/W2087765238","https://openalex.org/W2135733572","https://openalex.org/W2151638389","https://openalex.org/W2184481998","https://openalex.org/W2205445074","https://openalex.org/W2492893994","https://openalex.org/W2498843241","https://openalex.org/W2737152053","https://openalex.org/W2740150631","https://openalex.org/W2755940713","https://openalex.org/W2889551075","https://openalex.org/W2899290839","https://openalex.org/W2901393925","https://openalex.org/W2929124381","https://openalex.org/W2937732310","https://openalex.org/W2946992683","https://openalex.org/W2947173902","https://openalex.org/W2957682442","https://openalex.org/W2963696043","https://openalex.org/W2964008783","https://openalex.org/W2982446302","https://openalex.org/W2991997033","https://openalex.org/W3040351441","https://openalex.org/W3119836372","https://openalex.org/W4254264764"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2999186374"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}