{"id":"https://openalex.org/W2003588498","doi":"https://doi.org/10.1145/2534088.2534107","title":"Feasibility of personalized nonparametric analytics for predictive monitoring of heart failure patients using continuous mobile telemetry","display_name":"Feasibility of personalized nonparametric analytics for predictive monitoring of heart failure patients using continuous mobile telemetry","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2003588498","doi":"https://doi.org/10.1145/2534088.2534107","mag":"2003588498"},"language":"en","primary_location":{"id":"doi:10.1145/2534088.2534107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534088.2534107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Wireless Health","raw_type":"proceedings-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/A5052938773","display_name":"R. Matthew Pipke","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"R. Matthew Pipke","raw_affiliation_strings":["VGBio Inc., Naperville, IL"],"affiliations":[{"raw_affiliation_string":"VGBio Inc., Naperville, IL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054867684","display_name":"Stephan Wegerich","orcid":"https://orcid.org/0000-0002-0306-7265"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephan W. Wegerich","raw_affiliation_strings":["VGBio Inc., Naperville, IL"],"affiliations":[{"raw_affiliation_string":"VGBio Inc., Naperville, IL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112352542","display_name":"Abdulfattah Saidi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164726","display_name":"George E. Wahlen Department of VA Medical Center","ror":"https://ror.org/05n5drh21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210089864","https://openalex.org/I4210113540","https://openalex.org/I4210164726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdulfattah Saidi","raw_affiliation_strings":["George E. Wahlen Veterans Medical Center, Salt Lake City, Utah"],"affiliations":[{"raw_affiliation_string":"George E. Wahlen Veterans Medical Center, Salt Lake City, Utah","institution_ids":["https://openalex.org/I4210164726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059653014","display_name":"Josef Stehlik","orcid":"https://orcid.org/0000-0002-7362-0513"},"institutions":[{"id":"https://openalex.org/I4210164726","display_name":"George E. Wahlen Department of VA Medical Center","ror":"https://ror.org/05n5drh21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210089864","https://openalex.org/I4210113540","https://openalex.org/I4210164726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josef Stehlik","raw_affiliation_strings":["George E. Wahlen Veterans Medical Center, Salt Lake City, Utah"],"affiliations":[{"raw_affiliation_string":"George E. Wahlen Veterans Medical Center, Salt Lake City, Utah","institution_ids":["https://openalex.org/I4210164726"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052938773"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3971,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67141828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9965999722480774,"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":0.9965999722480774,"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/T11209","display_name":"Cardiovascular and exercise physiology","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.643336296081543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6256038546562195},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5814722776412964},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5642558336257935},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.5534020662307739},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4254269003868103},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.4240928590297699},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.4137255847454071},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38998523354530334},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28998276591300964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24476772546768188},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2435382604598999},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17677077651023865},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11685267090797424},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08768948912620544},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0826195776462555}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.643336296081543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6256038546562195},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5814722776412964},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5642558336257935},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.5534020662307739},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4254269003868103},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.4240928590297699},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.4137255847454071},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38998523354530334},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28998276591300964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24476772546768188},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2435382604598999},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17677077651023865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11685267090797424},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08768948912620544},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0826195776462555},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2534088.2534107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534088.2534107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Wireless Health","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1501436297","https://openalex.org/W1586714687","https://openalex.org/W1970516435","https://openalex.org/W1992357204","https://openalex.org/W2020468542","https://openalex.org/W2047133017","https://openalex.org/W2102344329","https://openalex.org/W2130483595","https://openalex.org/W2137295153","https://openalex.org/W2143243940","https://openalex.org/W2170131723"],"related_works":["https://openalex.org/W2805528247","https://openalex.org/W2739327955","https://openalex.org/W4321192578","https://openalex.org/W2160827975","https://openalex.org/W4230721384","https://openalex.org/W4387801784","https://openalex.org/W3138783928","https://openalex.org/W4233569803","https://openalex.org/W2793841333","https://openalex.org/W2072298624"],"abstract_inverted_index":{"Nonparametric":[0],"model-based":[1],"analytics":[2,81],"personalized":[3],"to":[4,73],"the":[5,51,68,80],"physiology":[6],"of":[7,15,31,79,85],"each":[8],"patient":[9,60,94],"are":[10,27],"investigated":[11],"for":[12,45,108],"predictive":[13],"monitoring":[14],"exacerbation":[16],"in":[17,50,75],"heart":[18],"failure":[19],"patients":[20,44],"at":[21],"home.":[22],"Multivariate":[23],"vital":[24],"sign":[25],"data":[26],"provided":[28],"by":[29,43,67],"means":[30],"continuous":[32],"bio-signal":[33],"acquisition":[34],"with":[35,70,83],"a":[36,48,97],"mobile":[37],"phone-based":[38],"wearable":[39],"sensor":[40],"system":[41],"worn":[42],"several":[46],"hours":[47],"day":[49],"home":[52],"ambulatory":[53],"environment.":[54],"Perturbation":[55],"analysis":[56],"demonstrates":[57],"that":[58],"individual":[59],"physiological":[61,76],"behavior":[62],"is":[63,106],"indeed":[64],"effectively":[65],"learned":[66],"analytics,":[69],"high":[71],"sensitivity":[72],"changes":[74],"dynamics.":[77],"Comparison":[78],"results":[82],"absence":[84],"unplanned":[86],"medical":[87],"events":[88],"and":[89],"self-reported":[90],"wellness":[91],"during":[92],"regular":[93],"follow-up":[95],"demonstrate":[96],"very":[98],"low":[99],"false":[100],"alert":[101],"burden,":[102],"suggesting":[103],"this":[104],"approach":[105],"efficient":[107],"remote":[109],"clinical":[110],"surveillance.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
