{"id":"https://openalex.org/W7170913255","doi":"https://doi.org/10.1109/ecai69016.2026.11613720","title":"TinyML-based Wearable ECG Monitoring Systems: State-of-the-Art Survey on Architectures, Optimizations and Deployment Challenges towards Future Directions","display_name":"TinyML-based Wearable ECG Monitoring Systems: State-of-the-Art Survey on Architectures, Optimizations and Deployment Challenges towards Future Directions","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7170913255","doi":"https://doi.org/10.1109/ecai69016.2026.11613720"},"language":null,"primary_location":{"id":"doi:10.1109/ecai69016.2026.11613720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai69016.2026.11613720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5116335356","display_name":"Saja B. Attallah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134318","display_name":"University of Technology","ror":"https://ror.org/03gbw6p94","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210134318"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Saja B. Attallah","raw_affiliation_strings":["University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology","institution_ids":["https://openalex.org/I4210134318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136032555","display_name":"Rand A. Atta","orcid":null},"institutions":[{"id":"https://openalex.org/I72539421","display_name":"University of Tikrit","ror":"https://ror.org/01zfzax10","country_code":"IQ","type":"education","lineage":["https://openalex.org/I72539421"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Rand A. Atta","raw_affiliation_strings":["Tikrit University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tikrit University","institution_ids":["https://openalex.org/I72539421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055300515","display_name":"Zaid Ameen Abduljabbar","orcid":"https://orcid.org/0000-0002-8239-1409"},"institutions":[{"id":"https://openalex.org/I126633494","display_name":"University of Basrah","ror":"https://ror.org/00840ea57","country_code":"IQ","type":"education","lineage":["https://openalex.org/I126633494"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Zaid Ameen Abduljabbar","raw_affiliation_strings":["University of Basrah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Basrah","institution_ids":["https://openalex.org/I126633494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092264965","display_name":"Ruslan S. Naseef","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134318","display_name":"University of Technology","ror":"https://ror.org/03gbw6p94","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210134318"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ruslan S. Naseef","raw_affiliation_strings":["University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology","institution_ids":["https://openalex.org/I4210134318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143589598","display_name":"Ali S. Abdulmohsin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134318","display_name":"University of Technology","ror":"https://ror.org/03gbw6p94","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210134318"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ali S. Abdulmohsin","raw_affiliation_strings":["University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology","institution_ids":["https://openalex.org/I4210134318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125205047","display_name":"Abusnina M. Mukhtar","orcid":null},"institutions":[{"id":"https://openalex.org/I3132692309","display_name":"Alasmarya Islamic University","ror":"https://ror.org/01gr30f96","country_code":"LY","type":"education","lineage":["https://openalex.org/I3132692309"]},{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD","LY"],"is_corresponding":false,"raw_author_name":"Abusnina M. Mukhtar","raw_affiliation_strings":["Alasmarya Islamic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alasmarya Islamic University","institution_ids":["https://openalex.org/I3132692309","https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014548001","display_name":"Mustafa Noaman Kadhim","orcid":"https://orcid.org/0009-0005-7225-993X"},"institutions":[{"id":"https://openalex.org/I4210126504","display_name":"University of Al-Qadisiyah","ror":"https://ror.org/02ewzwr87","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210126504"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mustafa Noaman Kadhim","raw_affiliation_strings":["University of Al-Qadisiyah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Al-Qadisiyah","institution_ids":["https://openalex.org/I4210126504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143570670","display_name":"Bilal S. Rasheed","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134318","display_name":"University of Technology","ror":"https://ror.org/03gbw6p94","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210134318"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Bilal S. Rasheed","raw_affiliation_strings":["University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology","institution_ids":["https://openalex.org/I4210134318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039127314","display_name":"Vincent Omollo Nyangaresi","orcid":"https://orcid.org/0000-0001-6546-8083"},"institutions":[{"id":"https://openalex.org/I315205436","display_name":"Jaramogi Oginga Odinga University of Science and Technology","ror":"https://ror.org/03ffvb852","country_code":"KE","type":"education","lineage":["https://openalex.org/I315205436"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Vincent Omollo Nyangaresi","raw_affiliation_strings":["Jaramogi Oginga Odinga University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaramogi Oginga Odinga University of Science & Technology","institution_ids":["https://openalex.org/I315205436"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6462000012397766},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.46219998598098755},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43700000643730164},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.32659998536109924}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6462000012397766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5392000079154968},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.46219998598098755},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43700000643730164},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.32659998536109924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3165999948978424},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3027999997138977},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2468000054359436},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24369999766349792}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai69016.2026.11613720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai69016.2026.11613720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2095409369","https://openalex.org/W2164759097","https://openalex.org/W2186910770","https://openalex.org/W2338318698","https://openalex.org/W2573003069","https://openalex.org/W2795340004","https://openalex.org/W2797514659","https://openalex.org/W2805313241","https://openalex.org/W2869528658","https://openalex.org/W2917386416","https://openalex.org/W2938169034","https://openalex.org/W2963122961","https://openalex.org/W2963163009","https://openalex.org/W2963696043","https://openalex.org/W2978637764","https://openalex.org/W2987985090","https://openalex.org/W2999309192","https://openalex.org/W3007492756","https://openalex.org/W3012501605","https://openalex.org/W3015226328","https://openalex.org/W3017286598","https://openalex.org/W3027572331","https://openalex.org/W3118699103","https://openalex.org/W3133814784","https://openalex.org/W3217229874","https://openalex.org/W3217767020","https://openalex.org/W4206781258","https://openalex.org/W4213012626","https://openalex.org/W4285028160","https://openalex.org/W4286432986","https://openalex.org/W4312857492","https://openalex.org/W4319300630","https://openalex.org/W4323065874","https://openalex.org/W4385841154","https://openalex.org/W4388041371","https://openalex.org/W4389369221","https://openalex.org/W4400351695","https://openalex.org/W4402135332","https://openalex.org/W4402371937","https://openalex.org/W4402395877","https://openalex.org/W4409253824","https://openalex.org/W4411555591","https://openalex.org/W4416386884"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2026-07-25T00:00:00"}