{"id":"https://openalex.org/W2747431846","doi":"https://doi.org/10.1145/3107411.3107496","title":"Stochastic Process Model and Its Applications to Analysis of Longitudinal Data","display_name":"Stochastic Process Model and Its Applications to Analysis of Longitudinal Data","publication_year":2017,"publication_date":"2017-08-20","ids":{"openalex":"https://openalex.org/W2747431846","doi":"https://doi.org/10.1145/3107411.3107496","mag":"2747431846"},"language":"en","primary_location":{"id":"doi:10.1145/3107411.3107496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3107411.3107496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics","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/A5059151412","display_name":"Ilya Y. Zhbannikov","orcid":"https://orcid.org/0000-0002-6502-6514"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ilya Y. Zhbannikov","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051786764","display_name":"Konstantin G. Arbeev","orcid":"https://orcid.org/0000-0002-4195-7832"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantin G. Arbeev","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059151412"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16956894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"630","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.9108999967575073,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6262750625610352},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5778923034667969},{"id":"https://openalex.org/keywords/longitudinal-study","display_name":"Longitudinal study","score":0.5710930228233337},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"Longitudinal data","score":0.5640358924865723},{"id":"https://openalex.org/keywords/event-data","display_name":"Event data","score":0.5222083926200867},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5179837942123413},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.5039841532707214},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48785400390625},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4096587002277374},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2760811448097229},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19737768173217773},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14417365193367004},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13776928186416626},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11984023451805115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6262750625610352},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5778923034667969},{"id":"https://openalex.org/C2777895361","wikidata":"https://www.wikidata.org/wiki/Q1758614","display_name":"Longitudinal study","level":2,"score":0.5710930228233337},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.5640358924865723},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.5222083926200867},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5179837942123413},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.5039841532707214},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48785400390625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4096587002277374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2760811448097229},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19737768173217773},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14417365193367004},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13776928186416626},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11984023451805115},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3107411.3107496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3107411.3107496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.46000000834465027,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G5921616449","display_name":null,"funder_award_id":"P01AG043352, R01AG046860, and P30AG034424","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1981024046","https://openalex.org/W1990667054","https://openalex.org/W1994969712","https://openalex.org/W2016557419","https://openalex.org/W2032138124","https://openalex.org/W2035459227","https://openalex.org/W2044043681","https://openalex.org/W2062778025","https://openalex.org/W2085681763","https://openalex.org/W2090301552","https://openalex.org/W2144494932","https://openalex.org/W2153743722"],"related_works":["https://openalex.org/W2902397990","https://openalex.org/W2111142662","https://openalex.org/W1545570060","https://openalex.org/W2035435174","https://openalex.org/W2160448378","https://openalex.org/W4241864416","https://openalex.org/W3122974305","https://openalex.org/W4244039756","https://openalex.org/W4377981863","https://openalex.org/W1873561431"],"abstract_inverted_index":{"Longitudinal":[0],"studies":[1],"are":[2],"widely":[3],"used":[4],"in":[5,34,60,71,109,123,133],"medicine,":[6],"biology,":[7],"population":[8],"health":[9],"and":[10,26,55,78,80,135,171,177,188],"other":[11],"areas":[12,74],"related":[13],"to":[14,83],"bioinformatics.":[15],"A":[16],"broad":[17],"spectrum":[18],"of":[19,24,51,68,88,95,105,115,120,131,147,156,166,181,183,186],"methods":[20],"for":[21,47,66,107,127],"joint":[22,49,184],"analysis":[23,182,185],"longitudinal":[25,61,69,89,145,187],"time-to-event":[27,56,189],"(survival)":[28],"data":[29,70,90,151,190],"has":[30],"been":[31],"proposed":[32],"the":[33,85,103,124,163],"last":[35],"few":[36],"decades.":[37],"The":[38],"Stochastic":[39],"process":[40],"model":[41],"(SPM)":[42],"represents":[43],"one":[44],"possible":[45,172],"framework":[46],"modelling":[48],"evolution":[50],"repeatedly":[52],"measured":[53],"variables":[54,98,149],"outcome":[57],"typically":[58],"observed":[59],"studies.":[62],"SPM":[63,112],"is":[64],"applicable":[65],"analyses":[67],"many":[72],"research":[73],"such":[75],"as":[76],"demography":[77],"medicine":[79],"allows":[81,113],"researchers":[82],"utilize":[84],"full":[86],"potential":[87],"by":[91],"evaluating":[92,140],"dynamic":[93],"mechanisms":[94,141],"changing":[96],"physiological":[97,136,148],"with":[99,191],"time":[100],"(age),":[101],"allowing":[102],"study":[104],"differences,":[106],"example,":[108],"genotype-specific":[110],"hazards.":[111],"incorporation":[114],"available":[116],"knowledge":[117],"about":[118],"regularities":[119],"aging-related":[121],"changes":[122,132],"human":[125],"body":[126],"addressing":[128],"fundamental":[129],"problems":[130],"resilience":[134],"norms.":[137],"It":[138],"permits":[139],"that":[142],"indirectly":[143],"affect":[144],"trajectories":[146],"using":[150],"on":[152],"mortality":[153],"or":[154],"onset":[155],"diseases.":[157],"In":[158],"this":[159,192],"tutorial":[160],"we":[161],"explain":[162],"basic":[164],"concepts":[165],"SPM,":[167],"its":[168],"current":[169],"state":[170],"applications,":[173],"corresponding":[174],"software":[175],"tools":[176],"show":[178],"practical":[179],"examples":[180],"methodology.":[193]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
