{"id":"https://openalex.org/W4390970763","doi":"https://doi.org/10.1109/bibm58861.2023.10385567","title":"HeartInsightify: Interpreting Longitudinal Heart Rate Data for Health Insights through Conformal Clustering","display_name":"HeartInsightify: Interpreting Longitudinal Heart Rate Data for Health Insights through Conformal Clustering","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390970763","doi":"https://doi.org/10.1109/bibm58861.2023.10385567"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5023524103","display_name":"Prathamesh Dharangutte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Prathamesh Dharangutte","raw_affiliation_strings":["Rutgers University,Computer Science","Computer Science, Rutgers University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University,Computer Science","institution_ids":["https://openalex.org/I4210096112"]},{"raw_affiliation_string":"Computer Science, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074125109","display_name":"Zongxing Xie","orcid":"https://orcid.org/0000-0002-3464-1610"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zongxing Xie","raw_affiliation_strings":["Stony Brook University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037226596","display_name":"Jie Gao","orcid":"https://orcid.org/0000-0001-5083-6082"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jie Gao","raw_affiliation_strings":["Rutgers University,Computer Science","Computer Science, Rutgers University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University,Computer Science","institution_ids":["https://openalex.org/I4210096112"]},{"raw_affiliation_string":"Computer Science, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027464817","display_name":"Elinor Schoenfeld","orcid":"https://orcid.org/0000-0001-6392-1104"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elinor Schoenfeld","raw_affiliation_strings":["Stony Brook University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008753421","display_name":"Yindong Hua","orcid":"https://orcid.org/0009-0006-0938-7071"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yindong Hua","raw_affiliation_strings":["Stony Brook University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405476","display_name":"Fan Ye","orcid":"https://orcid.org/0000-0002-0131-6424"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Ye","raw_affiliation_strings":["Stony Brook University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6899,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72759574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4289","last_page":"4296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","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/T10745","display_name":"Heart Rate Variability and Autonomic Control","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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9952999949455261,"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/T13283","display_name":"Mental Health Research Topics","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6838817000389099},{"id":"https://openalex.org/keywords/conformal-map","display_name":"Conformal map","score":0.6592292785644531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5607624650001526},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"Longitudinal data","score":0.4295249581336975},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25933074951171875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20177176594734192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16184359788894653}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6838817000389099},{"id":"https://openalex.org/C98214594","wikidata":"https://www.wikidata.org/wiki/Q850275","display_name":"Conformal map","level":2,"score":0.6592292785644531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5607624650001526},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.4295249581336975},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25933074951171875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20177176594734192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16184359788894653},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1882414133","https://openalex.org/W1974364930","https://openalex.org/W1974512493","https://openalex.org/W1975984765","https://openalex.org/W1988256277","https://openalex.org/W2017554908","https://openalex.org/W2025739749","https://openalex.org/W2029023035","https://openalex.org/W2032991527","https://openalex.org/W2038340774","https://openalex.org/W2131496831","https://openalex.org/W2145216788","https://openalex.org/W2145270758","https://openalex.org/W2156483112","https://openalex.org/W2396881363","https://openalex.org/W2481797699","https://openalex.org/W2516815969","https://openalex.org/W2546819379","https://openalex.org/W2553915786","https://openalex.org/W2625625371","https://openalex.org/W2799062425","https://openalex.org/W2804025582","https://openalex.org/W2900586747","https://openalex.org/W2904966308","https://openalex.org/W2909693411","https://openalex.org/W2948756736","https://openalex.org/W2969097171","https://openalex.org/W2979514732","https://openalex.org/W2985598901","https://openalex.org/W2994064795","https://openalex.org/W3005510897","https://openalex.org/W3017606040","https://openalex.org/W3034778905","https://openalex.org/W3043096756","https://openalex.org/W3104523752","https://openalex.org/W3123862843","https://openalex.org/W3128828472","https://openalex.org/W3133891921","https://openalex.org/W3136031576","https://openalex.org/W4213397551","https://openalex.org/W4285815115","https://openalex.org/W4294891788","https://openalex.org/W4317927902","https://openalex.org/W4319837309","https://openalex.org/W4328102508","https://openalex.org/W4378364109","https://openalex.org/W4380303661","https://openalex.org/W4385901082"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Heart":[0],"rate,":[1],"a":[2,14],"commonly":[3],"accessible":[4],"health":[5,22,31,42,50,127,159,176],"data":[6,54,116,141,156,181],"from":[7,79,182],"most":[8],"wearables,":[9],"carries":[10],"rich":[11,57],"information":[12],"of":[13,19,28,30,74,86,152,165],"person\u2019s":[15],"well-being,":[16],"yet":[17],"remains":[18],"limited":[20],"deep":[21],"applications,":[23],"due":[24],"to":[25,105,121,133],"the":[26,62,72,87,150,163,172],"lack":[27],"groundtruth":[29],"events":[32],"and":[33,56,94,110,113,124,161],"their":[34,126],"impact":[35],"on":[36,48,92],"heart":[37,81,139,154],"rate":[38,82,140,155],"patterns.":[39],"Specifically,":[40],"standard":[41],"analytics":[43,177],"usually":[44],"are":[45],"designed":[46],"based":[47],"well-modeled":[49],"conditions":[51],"thus":[52],"known":[53],"patterns":[55],"training":[58],"data.":[59],"To":[60],"bridge":[61],"gap,":[63],"we":[64],"propose":[65],"HeartInsightify,":[66],"an":[67],"exploratory":[68],"framework":[69],"that":[70,169],"facilitates":[71],"process":[73,151],"deriving":[75],"health-relevant":[76],"measurable":[77],"indicators":[78],"longitudinal":[80],"data,":[83],"without":[84],"any":[85],"above":[88],"knowledge.":[89],"HeartInsightify":[90,135,170],"focuses":[91],"comparative":[93],"qualitative":[95],"study,":[96],"using":[97,136],"model-free":[98],"statistical":[99],"methods":[100],"such":[101],"as":[102],"conformal":[103],"prediction,":[104],"study":[106],"similarities,":[107],"perform":[108],"clustering":[109],"detect":[111],"outliers,":[112],"build":[114],"multi-resolutional":[115],"summaries,":[117],"allowing":[118],"human":[119],"experts":[120],"efficiently":[122],"examine":[123],"verify":[125],"relevance.":[128],"We":[129,148,167],"conduct":[130],"extensive":[131],"experiments":[132],"evaluate":[134],"individuals\u2019":[137],"free-living":[138],"collected":[142],"through":[143],"Fitbit":[144],"over":[145],"6":[146],"years.":[147],"illustrate":[149],"analyzing":[153],"for":[157,174],"its":[158],"relevance":[160],"demonstrate":[162],"effectiveness":[164],"HeartInsightify.":[166],"envision":[168],"lays":[171],"groundwork":[173],"personalized":[175],"with":[178],"continuous":[179],"monitoring":[180],"wearables.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}