{"id":"https://openalex.org/W7206358564","doi":null,"title":"Power of two fine-tuning for patient-specific cardiac arrhythmia recognition","display_name":"Power of two fine-tuning for patient-specific cardiac arrhythmia recognition","publication_year":2025,"publication_date":"2025-06-11","ids":{"openalex":"https://openalex.org/W7206358564"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-05304139v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05304139v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19\u00e8me \u00e9dition du Colloque National du GDR SoC2, Jun 2025, Lorient, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5045614882","display_name":"Mathieu Ch\u00eane","orcid":"https://orcid.org/0009-0009-5654-9012","observed_orcids":["https://orcid.org/0009-0009-5654-9012"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ch\u00eane, Mathieu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058194914","display_name":"Beno\u00eet Larras","orcid":"https://orcid.org/0000-0003-2501-8656","observed_orcids":["https://orcid.org/0000-0003-2501-8656"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'Electronique, de Micro\u00e9lectronique et de Nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210095849","https://openalex.org/I4210116330","https://openalex.org/I4210123471","https://openalex.org/I70348806","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Larras, Benoit","raw_affiliation_strings":["IEMN - Institut d\u2019\u00c9lectronique, de Micro\u00e9lectronique et de Nanotechnologie - UMR 8520 ([Univ. Lille, CNRS, Centrale Lille Institut, Junia, Univ. Polytechnique Hauts-de-France] \u2013\u2013Laboratoire Central \u2013 Cit\u00e9 Scientifique \u2013 Avenue Poincar\u00e9 \u2013 CS 60069 \u2013 59652 VILLENEUVE D\u2019ASCQ CEDEX - France)","MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEMN - Institut d\u2019\u00c9lectronique, de Micro\u00e9lectronique et de Nanotechnologie - UMR 8520 ([Univ. Lille, CNRS, Centrale Lille Institut, Junia, Univ. Polytechnique Hauts-de-France] \u2013\u2013Laboratoire Central \u2013 Cit\u00e9 Scientifique \u2013 Avenue Poincar\u00e9 \u2013 CS 60069 \u2013 59652 VILLENEUVE D\u2019ASCQ CEDEX - France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210123471","https://openalex.org/I7454413"]},{"raw_affiliation_string":"MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)","institution_ids":["https://openalex.org/I4210123471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050072377","display_name":"Andreas Kaiser","orcid":"https://orcid.org/0000-0003-0377-7408","observed_orcids":["https://orcid.org/0000-0003-0377-7408"]},"institutions":[{"id":"https://openalex.org/I4210123471","display_name":"Institut d'Electronique, de Micro\u00e9lectronique et de Nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210095849","https://openalex.org/I4210116330","https://openalex.org/I4210123471","https://openalex.org/I70348806","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kaiser, Andreas","raw_affiliation_strings":["MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)","institution_ids":["https://openalex.org/I4210123471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058358482","display_name":"Antoine Frapp\u00e9","orcid":"https://orcid.org/0000-0002-0977-549X","observed_orcids":["https://orcid.org/0000-0002-0977-549X"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210116330","display_name":"JUNIA","ror":"https://ror.org/02evec030","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116330"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'Electronique, de Micro\u00e9lectronique et de Nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210095849","https://openalex.org/I4210116330","https://openalex.org/I4210123471","https://openalex.org/I70348806","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frapp\u00e9, Antoine","raw_affiliation_strings":["IEMN - Institut d\u2019\u00c9lectronique, de Micro\u00e9lectronique et de Nanotechnologie - UMR 8520 ([Univ. Lille, CNRS, Centrale Lille Institut, Junia, Univ. Polytechnique Hauts-de-France] \u2013\u2013Laboratoire Central \u2013 Cit\u00e9 Scientifique \u2013 Avenue Poincar\u00e9 \u2013 CS 60069 \u2013 59652 VILLENEUVE D\u2019ASCQ CEDEX - France)","JUNIA - JUNIA (2 Rue Norbert Segard59014 Lille - France)","MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEMN - Institut d\u2019\u00c9lectronique, de Micro\u00e9lectronique et de Nanotechnologie - UMR 8520 ([Univ. Lille, CNRS, Centrale Lille Institut, Junia, Univ. Polytechnique Hauts-de-France] \u2013\u2013Laboratoire Central \u2013 Cit\u00e9 Scientifique \u2013 Avenue Poincar\u00e9 \u2013 CS 60069 \u2013 59652 VILLENEUVE D\u2019ASCQ CEDEX - France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210123471","https://openalex.org/I7454413"]},{"raw_affiliation_string":"JUNIA - JUNIA (2 Rue Norbert Segard59014 Lille - France)","institution_ids":["https://openalex.org/I4210116330"]},{"raw_affiliation_string":"MICROELEC SI - IEMN - Micro\u00e9lectronique Silicium - IEMN (Groupe Micro\u00e9lectronique Silicium - IEMN UMR8520 - (Silicon Microelectronics group) - France)","institution_ids":["https://openalex.org/I4210123471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9688000082969666,"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":0.9688000082969666,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.00419999985024333,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/arrhythmia-classification","display_name":"arrhythmia classification","score":0.8920000195503235},{"id":"https://openalex.org/keywords/patient-specific-models","display_name":"patient-specific models","score":0.7149999737739563},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"fine-tuning","score":0.7870000004768372},{"id":"https://openalex.org/keywords/neural-network-quantization","display_name":"neural network quantization","score":0.7549999952316284},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.6060000061988831},{"id":"https://openalex.org/keywords/data-confidentiality","display_name":"data confidentiality","score":0.8330000042915344},{"id":"https://openalex.org/keywords/model-compression","display_name":"model compression","score":0.7369999885559082}],"concepts":[{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.5480999946594238},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5163999795913696},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4952000081539154},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.435699999332428},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3970000147819519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3086000084877014},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.24310000240802765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23340000212192535}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-05304139v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05304139v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19\u00e8me \u00e9dition du Colloque National du GDR SoC2, Jun 2025, Lorient, France","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4043000042438507,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7118536358","https://openalex.org/W7215036463","https://openalex.org/W4416410673","https://openalex.org/W4221141092","https://openalex.org/W4410859472","https://openalex.org/W7167281015","https://openalex.org/W7091488600","https://openalex.org/W7118493876","https://openalex.org/W4312430265","https://openalex.org/W7212063395"],"abstract_inverted_index":{"Deep":[0],"learning":[1,53],"is":[2,77],"one":[3],"of":[4,39,49,59,70,85],"the":[5,27,31,40,47,57,64,68,71,83,86],"main":[6],"solution":[7],"in":[8,33],"cardiac":[9],"arrhythmia":[10],"classifier":[11],"for":[12],"its":[13],"excellent":[14],"performances.":[15],"Research":[16],"aims":[17],"to":[18,29,91],"embed":[19],"these":[20],"classifiers":[21],"as":[22,24],"near":[23],"possible":[25],"from":[26],"sensors":[28],"process":[30],"data":[32,60,74],"real":[34],"time":[35],"and":[36],"get":[37],"ride":[38],"wireless":[41],"communication":[42],"drawbacks.":[43],"This":[44],"work":[45],"investigates":[46],"performance":[48,66],"a":[50,95],"hardware-friendly":[51],"quantified":[52],"framework":[54],"that":[55],"addresses":[56],"issue":[58],"confidentiality.":[61],"It":[62,76],"achieves":[63],"same":[65],"than":[67],"state":[69,84],"arts":[72],"without":[73],"augmentation.":[75],"also":[78],"compatible":[79],"with":[80,94],"fine-tuning":[81],"increasing":[82],"art":[87],"performances":[88],"by":[89],"up":[90],"11":[92],"points":[93],"model":[96],"\u00d725000":[97],"smaller.":[98]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-03T00:00:00"}
