{"id":"https://openalex.org/W3209241739","doi":"https://doi.org/10.1145/3472813.3473204","title":"Comorbidity Trajectory Network in Heart Failure Patients Based on Prefixspan Algorithm","display_name":"Comorbidity Trajectory Network in Heart Failure Patients Based on Prefixspan Algorithm","publication_year":2021,"publication_date":"2021-05-14","ids":{"openalex":"https://openalex.org/W3209241739","doi":"https://doi.org/10.1145/3472813.3473204","mag":"3209241739"},"language":"en","primary_location":{"id":"doi:10.1145/3472813.3473204","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472813.3473204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Medical 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/A5109243654","display_name":"Jhen-Li Huang","orcid":"https://orcid.org/0000-0002-3173-2250"},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jhen-Li Huang","raw_affiliation_strings":["National Taiwan Ocean University ,Keelung,Taiwan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan Ocean University ,Keelung,Taiwan, Taiwan","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070638508","display_name":"Yu\u2010Chun Yen","orcid":"https://orcid.org/0000-0001-8087-2033"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chun Yen","raw_affiliation_strings":["National Taipei University of Technology,Taipei,Taiwan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Taipei,Taiwan, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037237044","display_name":"Vaibhav Kumar Sunkaria","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Vaibhav Kumar Sunkaria","raw_affiliation_strings":["National Taipei University of Technology,Taipei,Taiwan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Taipei,Taiwan, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086428506","display_name":"Tun\u2010Wen Pai","orcid":"https://orcid.org/0000-0002-2869-4169"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tun-Wen Pai","raw_affiliation_strings":["National Taipei University of Technology,Taipei,Taiwan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Taipei,Taiwan, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109243654"],"corresponding_institution_ids":["https://openalex.org/I153512688"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22629362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9750000238418579,"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/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9672999978065491,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.7832386493682861},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7720253467559814},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.5817793011665344},{"id":"https://openalex.org/keywords/comorbidity","display_name":"Comorbidity","score":0.5747138857841492},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.5467568039894104},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5370228886604309},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.5240012407302856},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.5097095966339111},{"id":"https://openalex.org/keywords/population-ageing","display_name":"Population ageing","score":0.4999277591705322},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4966621994972229},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.48450490832328796},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4192596673965454},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.41077521443367004},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.30830228328704834},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.09016969799995422}],"concepts":[{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.7832386493682861},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7720253467559814},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5817793011665344},{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.5747138857841492},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.5467568039894104},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5370228886604309},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.5240012407302856},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.5097095966339111},{"id":"https://openalex.org/C13774568","wikidata":"https://www.wikidata.org/wiki/Q439112","display_name":"Population ageing","level":3,"score":0.4999277591705322},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4966621994972229},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.48450490832328796},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4192596673965454},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.41077521443367004},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.30830228328704834},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.09016969799995422},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472813.3473204","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472813.3473204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W153351502","https://openalex.org/W1999802986","https://openalex.org/W2068234084","https://openalex.org/W2092232212","https://openalex.org/W2112599594","https://openalex.org/W2147694185","https://openalex.org/W2330218852","https://openalex.org/W2764148593","https://openalex.org/W2906496156"],"related_works":["https://openalex.org/W1978188354","https://openalex.org/W3141224953","https://openalex.org/W2155091457","https://openalex.org/W4240532399","https://openalex.org/W2765738011","https://openalex.org/W4387318495","https://openalex.org/W2157868280","https://openalex.org/W2002142585","https://openalex.org/W2795699014","https://openalex.org/W2125404607"],"abstract_inverted_index":{"Due":[0],"to":[1,85,193,200,216,222,227,258,270,294],"the":[2,7,11,14,22,26,32,40,74,92,108,111,114,136,159,162,171,173,178,195,211,218,232,239,273,277,290,303,313,325,336,351,363],"evolution":[3],"and":[4,13,31,44,64,70,113,145,182,213,230,237,262,264,286,289,298,310,322,334,362],"improvement":[5,15],"of":[6,16,42,73,80,94,110,116,141,164,180,210,234,248,279,302,307,316,327,339,367],"medicare":[8],"quality":[9],"in":[10,19,135,158,275,320],"world":[12],"healthcare":[17,181],"system":[18],"Taiwan":[20,321],"over":[21,88],"past":[23,137],"few":[24],"decades,":[25],"ageing":[27],"population":[28,34,112,175],"is":[29,35,203,221,269,293,344],"increasing":[30],"global":[33],"getting":[36],"older.":[37],"In":[38,170,252],"addition,":[39],"westernization":[41],"lifestyle":[43],"diet":[45],"has":[46,98,168],"also":[47],"made":[48],"people":[49,348],"suffer":[50,154],"from":[51,197],"chronic":[52,56,81,198],"diseases.":[53],"Although":[54],"many":[55,89],"diseases":[57,82,199,332],"including":[58],"diabetes,":[59],"hypertension,":[60],"hyperlipidemia,":[61],"heart":[62,86,95,156,165,183,201,235,317,352,368],"disease":[63,130,167,308,328,341,360],"stroke":[65],"patients":[66,97,121,185,319],"can":[67,138,349],"be":[68],"improved":[69],"controlled":[71],"because":[72,140],"advanced":[75],"medical":[76,146,206,219,241,305,314],"technology,":[77],"a":[78,188],"variety":[79],"will":[83,152,176,186],"lead":[84],"failure":[87,96,157,166,184,202,236,318,353],"years.":[90],"Currently,":[91],"number":[93],"increased":[99],"significantly.":[100],"The":[101],"main":[102],"reasons,":[103],"as":[104],"stated":[105],"above,":[106],"are":[107],"aging":[109],"advancement":[115],"cardiac":[117],"catheterization":[118],"technology.":[119],"Many":[120],"with":[122,155,282],"acute":[123],"myocardial":[124],"infarction":[125],"or":[126],"coronary":[127],"artery":[128],"occlusion":[129],"that":[131,346],"might":[132],"have":[133],"died":[134],"survive":[139],"appropriate":[142],"first-aid":[143],"measures":[144],"treatment":[147],"present":[148],"today,":[149],"but":[150],"they":[151],"still":[153],"end.":[160],"Therefore,":[161,192],"plausibility":[163],"increased.":[169],"future,":[172],"elderly":[174],"become":[177,187],"focus":[179],"burden":[189,220],"on":[190],"healthcare.":[191],"prevent":[194,231],"progression":[196],"an":[204],"important":[205,212],"care":[207,242],"issue.":[208],"One":[209],"effective":[214],"methods":[215],"reduce":[217],"utilize":[223],"national":[224],"health":[225,249],"insurance":[226,250],"analyze,":[228],"predict":[229],"occurrence":[233],"strengthen":[238,295],"prognostic":[240],"mechanism":[243,306,355],"by":[244,357],"using":[245],"large":[246],"amounts":[247],"data.":[251],"this":[253],"study,":[254],"developing":[255],"new":[256],"algorithms":[257],"improve":[259],"computing":[260],"performance":[261],"efficiency":[263],"achieves":[265],"two":[266],"purposes.":[267],"First":[268],"effectively":[271],"assist":[272],"government":[274],"implementing":[276],"principles":[278],"preventive":[280,299],"medicine":[281,300],"three":[283],"sub-specialty":[284],"areas":[285],"five":[287],"levels":[288],"other":[291],"one":[292],"precise":[296],"prediction":[297],"replacement":[301],"current":[304],"diagnosis":[309],"treatment.":[311],"Analyze":[312],"records":[315],"figure":[323],"out":[324],"distribution":[326],"time":[329,365],"courses,":[330],"common":[331],"patterns,":[333],"explore":[335],"odds":[337],"ratio":[338],"different":[340],"trajectories.":[342],"It":[343],"hoped":[345],"healthy":[347],"activate":[350],"warning":[354],"earlier":[356],"providing":[358],"sequential":[359],"combinations":[361],"relative":[364],"course":[366],"failure.":[369]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
