{"id":"https://openalex.org/W3047636306","doi":"https://doi.org/10.1109/tetc.2020.3014847","title":"Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors","display_name":"Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors","publication_year":2020,"publication_date":"2020-08-06","ids":{"openalex":"https://openalex.org/W3047636306","doi":"https://doi.org/10.1109/tetc.2020.3014847","mag":"3047636306"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2020.3014847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2020.3014847","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/279067","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049891904","display_name":"Elisabetta De Giovanni","orcid":"https://orcid.org/0000-0003-3032-5140"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Elisabetta De Giovanni","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-3032-5140","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052080679","display_name":"Adriana Arza","orcid":"https://orcid.org/0000-0002-4190-7878"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adriana Arza Valdes","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4190-7878","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077396279","display_name":"Miguel Pe\u00f3n-Quir\u00f3s","orcid":"https://orcid.org/0000-0002-5760-090X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Miguel Peon-Quiros","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-5760-090X","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024972825","display_name":"Amir Aminifar","orcid":"https://orcid.org/0000-0002-1673-4733"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","SE"],"is_corresponding":false,"raw_author_name":"Amir Aminifar","raw_affiliation_strings":["Department of Electrical and Information Technology, Lund University, Lund, Sweden","Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-1673-4733","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Technology, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074236306","display_name":"David Atienza","orcid":"https://orcid.org/0000-0001-9536-4947"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Atienza","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9536-4947","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7625,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.74812657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"1654","last_page":"1666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9990000128746033,"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":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8637692332267761},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.814411997795105},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6134878396987915},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5918298959732056},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.556178092956543},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5097426772117615},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.489210844039917},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.4204697012901306},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3426007628440857},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.27170759439468384},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.17246076464653015},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.12320101261138916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8637692332267761},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.814411997795105},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6134878396987915},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5918298959732056},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.556178092956543},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5097426772117615},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.489210844039917},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.4204697012901306},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3426007628440857},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.27170759439468384},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.17246076464653015},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.12320101261138916},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tetc.2020.3014847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2020.3014847","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:279067","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/170628","pdf_url":"http://infoscience.epfl.ch/record/279067","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},{"id":"pmh:oai:lup.lub.lu.se:e162cb5d-4960-4728-b896-6d2d1ba9c986","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/e162cb5d-4960-4728-b896-6d2d1ba9c986","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2168-6750","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:279067","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/170628","pdf_url":"http://infoscience.epfl.ch/record/279067","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321942","display_name":"Hasler Stiftung","ror":"https://ror.org/04m3t9183"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3047636306.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1560724230","https://openalex.org/W1912503731","https://openalex.org/W2010355864","https://openalex.org/W2026137049","https://openalex.org/W2031155522","https://openalex.org/W2035034708","https://openalex.org/W2112457107","https://openalex.org/W2120707894","https://openalex.org/W2121782351","https://openalex.org/W2127510558","https://openalex.org/W2131103247","https://openalex.org/W2134626539","https://openalex.org/W2155449540","https://openalex.org/W2233304223","https://openalex.org/W2341560328","https://openalex.org/W2593909786","https://openalex.org/W2621032131","https://openalex.org/W2751020053","https://openalex.org/W2752378145","https://openalex.org/W2763136555","https://openalex.org/W2766777146","https://openalex.org/W2797898470","https://openalex.org/W2800585605","https://openalex.org/W2887643731","https://openalex.org/W2889339831","https://openalex.org/W2899186456","https://openalex.org/W2943798647","https://openalex.org/W2945948350","https://openalex.org/W2956698292","https://openalex.org/W2961459471","https://openalex.org/W2967667092","https://openalex.org/W2972155763","https://openalex.org/W3004050106","https://openalex.org/W4308326503","https://openalex.org/W6635828867","https://openalex.org/W6704473845","https://openalex.org/W6745282990"],"related_works":["https://openalex.org/W2065033956","https://openalex.org/W3008778967","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843"],"abstract_inverted_index":{"In":[0,49],"the":[1,54,57,68,109,115,125,135,161,189,192,220],"recent":[2],"Internet-of-Things":[3],"(IoT)":[4],"era":[5],"where":[6],"biomedical":[7],"applications":[8],"require":[9],"continuous":[10],"monitoring":[11],"of":[12,42,56,63,70,117,138,154,191,198],"relevant":[13],"data,":[14],"edge":[15,27],"computing":[16,28,33,61],"keeps":[17],"gaining":[18],"more":[19,21],"and":[20,31,40,60,102,111,133,143,196],"importance.":[22],"These":[23],"new":[24,64,144],"architectures":[25,148],"for":[26,79,152,169],"include":[29],"multi-core":[30,101,147,173],"parallel":[32],"capabilities":[34,59],"that":[35,165],"can":[36,209],"enable":[37],"prevention":[38],"diagnosis":[39],"treatment":[41],"diseases":[43],"in":[44,67,172,201],"ambulatory":[45],"or":[46],"home-based":[47],"setups.":[48],"this":[50],"article,":[51],"we":[52,83,99],"explore":[53,100],"benefits":[55],"parallelization":[58,167],"heterogeneity":[62],"wearable":[65,155,174],"sensors":[66,175],"context":[69],"a":[71,87,166],"personalized":[72,170],"online":[73],"atrial":[74],"fibrillation":[75],"(AF)":[76],"prediction":[77],"method":[78],"daily":[80],"monitoring.":[81],"First,":[82],"apply":[84],"optimizations":[85],"to":[86,90,107,114,180,184,216],"single-core":[88,139,185],"design":[89],"reduce":[91],"energy,":[92],"based":[93],"on":[94,124,219],"patient-specific":[95],"training":[96],"models.":[97],"Second,":[98],"memory":[103,193,199],"banks":[104],"configuration":[105],"changes":[106],"adapt":[108],"computation":[110],"storage":[112],"requirements":[113],"characteristics":[116],"each":[118],"patient.":[119,222],"We":[120],"evaluate":[121],"our":[122,158],"methodology":[123],"Physionet":[126],"Prediction":[127],"Challenge":[128],"(2001)":[129],"publicly":[130],"available":[131],"database,":[132],"assess":[134],"energy":[136,177,206,213],"consumption":[137],"(ARM":[140],"Cortex-M3":[141],"based)":[142,151],"ultra-low":[145],"power":[146],"(open-source":[149],"RISC-V":[150],"next-generation":[153],"platforms.":[156],"Overall,":[157],"exploration":[159],"at":[160],"application":[162],"level":[163],"highlights":[164],"approach":[168],"AF":[171],"enables":[176],"savings":[178,214],"up":[179,215],"24%":[181],"with":[182,203],"respect":[183],"sensors.":[186],"Moreover,":[187],"including":[188],"adaptation":[190],"subsystem":[194],"(size":[195],"number":[197],"banks),":[200],"combination":[202],"deep":[204],"sleep":[205],"saving":[207],"modes,":[208],"overall":[210],"provide":[211],"total":[212],"34%,":[217],"depending":[218],"specific":[221]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}