{"id":"https://openalex.org/W4386262641","doi":"https://doi.org/10.1109/tcad.2023.3309744","title":"TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection","display_name":"TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection","publication_year":2023,"publication_date":"2023-08-29","ids":{"openalex":"https://openalex.org/W4386262641","doi":"https://doi.org/10.1109/tcad.2023.3309744"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2023.3309744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2023.3309744","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and Systems","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/A5027997476","display_name":"Zhenge Jia","orcid":"https://orcid.org/0000-0002-0554-3608"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenge Jia","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-0554-3608","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324962","display_name":"Dawei Li","orcid":"https://orcid.org/0000-0002-9214-4487"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Li","raw_affiliation_strings":["College of Electronics and Information, South Central Minzu University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information, South Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091921025","display_name":"Cong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["College of Electronics and Information, South Central Minzu University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information, South Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108836206","display_name":"Liqi Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqi Liao","raw_affiliation_strings":["College of Electronics and Information, South Central Minzu University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information, South Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071529609","display_name":"Xiaowei Xu","orcid":"https://orcid.org/0000-0002-1046-6379"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Xu","raw_affiliation_strings":["Department of Cardiovascular Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People&#x2019;s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1046-6379","affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People&#x2019;s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072685094","display_name":"Lichuan Ping","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lichuan Ping","raw_affiliation_strings":["R&#x0026;D Department, Singular Medical Company Ltd., Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R&#x0026;D Department, Singular Medical Company Ltd., Suzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000141831","display_name":"Yiyu Shi","orcid":"https://orcid.org/0000-0002-6788-9823"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiyu Shi","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8017,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94609705,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"43","issue":"1","first_page":"127","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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":0.9962999820709229,"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/contest","display_name":"CONTEST","score":0.8809388875961304},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42314422130584717},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.39119720458984375},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3900022506713867},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1514294147491455},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.06995439529418945}],"concepts":[{"id":"https://openalex.org/C2777582232","wikidata":"https://www.wikidata.org/wiki/Q5013414","display_name":"CONTEST","level":2,"score":0.8809388875961304},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42314422130584717},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.39119720458984375},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3900022506713867},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1514294147491455},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.06995439529418945}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2023.3309744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2023.3309744","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1875491481","https://openalex.org/W1986610100","https://openalex.org/W2086687976","https://openalex.org/W2126305797","https://openalex.org/W2143424477","https://openalex.org/W2162800060","https://openalex.org/W2518422757","https://openalex.org/W2557139718","https://openalex.org/W2575552683","https://openalex.org/W2592046076","https://openalex.org/W2617445239","https://openalex.org/W2745699887","https://openalex.org/W2888456553","https://openalex.org/W2963173418","https://openalex.org/W3190106860","https://openalex.org/W3191193899","https://openalex.org/W3201282789","https://openalex.org/W4206135956","https://openalex.org/W4220673118","https://openalex.org/W4225328471","https://openalex.org/W4285044750","https://openalex.org/W4323027640","https://openalex.org/W4386615065","https://openalex.org/W6738290946","https://openalex.org/W6749107692","https://openalex.org/W6839418328"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"The":[0,48,75,95],"first":[1,123],"ACM/IEEE":[2],"TinyML":[3,162],"Design":[4,15],"Contest":[5],"(TDC)":[6],"held":[7],"at":[8],"the":[9,35,125,139,143,155,160],"41st":[10],"International":[11],"Conference":[12],"on":[13,29,45],"Computer-Aided":[14],"(ICCAD)":[16],"in":[17,71,132],"2022":[18],"is":[19,53,99,106],"a":[20,56],"challenging,":[21],"multimonth,":[22],"research":[23],"and":[24,37,129,137],"development":[25],"competition.":[26],"TDC\u201922":[27,52],"focuses":[28],"real-world":[30],"medical":[31,126],"problems":[32],"that":[33],"require":[34],"innovation":[36],"implementation":[38],"of":[39,51,90,157],"artificial":[40],"intelligence/machine":[41],"learning":[42],"(AI/ML)":[43],"algorithms":[44],"implantable":[46,72],"devices.":[47],"challenge":[49],"problem":[50],"to":[54,108],"develop":[55],"novel":[57],"AI/ML-based":[58],"real-time":[59],"detection":[60],"algorithm":[61],"for":[62,159,164],"life-threatening":[63],"ventricular":[64],"arrhythmia":[65],"(VA)":[66],"over":[67,86,118],"low-power":[68],"microcontrollers":[69],"utilized":[70],"cardioverter-defibrillators":[73],"(ICDs).":[74],"dataset":[76],"contains":[77],"more":[78,113],"than":[79,114],"38000":[80],"5-s":[81],"intracardiac":[82],"electrograms":[83],"(IEGMs)":[84],"segments":[85],"eight":[87],"different":[88],"types":[89],"rhythm":[91],"from":[92,117],"90":[93],"subjects.":[94],"dedicated":[96],"hardware":[97],"platform":[98],"NUCLEO-L432KC":[100],"manufactured":[101],"by":[102,142],"STMicroelectronics.":[103],"TDC\u201922,":[104],"which":[105],"open":[107],"multiperson":[109],"teams":[110,116,145],"world-wide,":[111],"attracted":[112],"150":[115],"50":[119],"organizations.":[120],"This":[121,151],"article":[122,152],"presents":[124],"problem,":[127],"dataset,":[128],"evaluation":[130],"procedure":[131],"detail.":[133],"It":[134],"further":[135],"demonstrates":[136],"discusses":[138],"designs":[140],"developed":[141],"leading":[144],"as":[146,148],"well":[147],"representative":[149],"results.":[150],"concludes":[153],"with":[154],"direction":[156],"improvement":[158],"future":[161],"design":[163],"health":[165],"monitoring":[166],"applications.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
