{"id":"https://openalex.org/W3093940081","doi":"https://doi.org/10.1145/3411564.3411642","title":"A Model to Patient Abandonment Prediction in the Pulmonary Rehabilitation","display_name":"A Model to Patient Abandonment Prediction in the Pulmonary Rehabilitation","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3093940081","doi":"https://doi.org/10.1145/3411564.3411642","mag":"3093940081"},"language":"en","primary_location":{"id":"doi:10.1145/3411564.3411642","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411564.3411642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XVI Brazilian Symposium on Information Systems","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/A5085302905","display_name":"Wesllei Felipe Heckler","orcid":"https://orcid.org/0000-0002-2108-3752"},"institutions":[{"id":"https://openalex.org/I145689991","display_name":"Universidade Feevale","ror":"https://ror.org/05gefd119","country_code":"BR","type":"education","lineage":["https://openalex.org/I145689991"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Wesllei Felipe Heckler","raw_affiliation_strings":["Universidade Feevale, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Feevale, Brazil","institution_ids":["https://openalex.org/I145689991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011415541","display_name":"Juliano Varella de Carvalho","orcid":"https://orcid.org/0000-0001-7795-0475"},"institutions":[{"id":"https://openalex.org/I145689991","display_name":"Universidade Feevale","ror":"https://ror.org/05gefd119","country_code":"BR","type":"education","lineage":["https://openalex.org/I145689991"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliano Varella de Carvalho","raw_affiliation_strings":["Universidade Feevale"],"affiliations":[{"raw_affiliation_string":"Universidade Feevale","institution_ids":["https://openalex.org/I145689991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065640606","display_name":"C\u00e1ssia Cinara da Costa","orcid":"https://orcid.org/0000-0002-4731-1434"},"institutions":[{"id":"https://openalex.org/I145689991","display_name":"Universidade Feevale","ror":"https://ror.org/05gefd119","country_code":"BR","type":"education","lineage":["https://openalex.org/I145689991"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"C\u00e1ssia Cinara da Costa","raw_affiliation_strings":["Universidade Feevale"],"affiliations":[{"raw_affiliation_string":"Universidade Feevale","institution_ids":["https://openalex.org/I145689991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Luis Vict\u00f3ria Barbosa","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos"],"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085302905"],"corresponding_institution_ids":["https://openalex.org/I145689991"],"apc_list":null,"apc_paid":null,"fwci":0.378,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66763864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"47","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9944999814033508,"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.9330000281333923,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13117","display_name":"Health Education and Validation","score":0.9322999715805054,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/abandonment","display_name":"Abandonment (legal)","score":0.8503143191337585},{"id":"https://openalex.org/keywords/pulmonary-rehabilitation","display_name":"Pulmonary rehabilitation","score":0.6582376956939697},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.6467164754867554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6309212446212769},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5785537362098694},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.51059490442276},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47841745615005493},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.43559199571609497},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3763829171657562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3706628680229187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34074866771698},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.33793458342552185},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3178357481956482},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.10521024465560913}],"concepts":[{"id":"https://openalex.org/C2779816988","wikidata":"https://www.wikidata.org/wiki/Q305418","display_name":"Abandonment (legal)","level":2,"score":0.8503143191337585},{"id":"https://openalex.org/C2780779891","wikidata":"https://www.wikidata.org/wiki/Q3455927","display_name":"Pulmonary rehabilitation","level":3,"score":0.6582376956939697},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.6467164754867554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6309212446212769},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5785537362098694},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.51059490442276},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47841745615005493},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.43559199571609497},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3763829171657562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3706628680229187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34074866771698},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.33793458342552185},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3178357481956482},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.10521024465560913},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411564.3411642","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411564.3411642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"XVI Brazilian Symposium on Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W229174555","https://openalex.org/W1515087027","https://openalex.org/W2073739641","https://openalex.org/W2077523026","https://openalex.org/W2124879124","https://openalex.org/W2130116934","https://openalex.org/W2130963746","https://openalex.org/W2149296107","https://openalex.org/W2263722631","https://openalex.org/W2301633197","https://openalex.org/W2746473595","https://openalex.org/W2933765113","https://openalex.org/W3214263696"],"related_works":["https://openalex.org/W4386146682","https://openalex.org/W3153198126","https://openalex.org/W2966093180","https://openalex.org/W2379609820","https://openalex.org/W1601688880","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487"],"abstract_inverted_index":{"Respiratory":[0],"diseases":[1,70],"reach":[2],"one":[3],"of":[4,8,17,33,40,43,62,80,85,106,111,114,133,153,158,169,186,197,249,263],"the":[5,9,18,27,30,34,44,72,83,93,96,109,151,154,166,172,184,195,202,211,235,240,244],"main":[6],"systems":[7],"human":[10],"body":[11],"and":[12,29,74,87,95,174,205,213,224],"affect":[13],"a":[14,102,115,127,143,198],"large":[15],"part":[16],"Brazilian":[19],"population.":[20],"In":[21,190],"severe":[22],"cases,":[23],"they":[24],"can":[25],"limit":[26],"functionalities":[28],"muscular":[31],"strength":[32],"disease":[35],"carriers,":[36],"decreasing":[37],"their":[38,78],"quality":[39,79],"life,":[41],"because":[42],"impact":[45],"on":[46],"simple":[47],"daily":[48],"activities.":[49],"Pulmonary":[50,59,136,155,266],"Rehabilitation":[51,60,137,156,267],"Programs":[52],"help":[53],"to":[54,76,121,129,145,164,175,181,183,200,208,255,259],"treat":[55],"these":[56],"diseases.":[57],"The":[58,90,104,161,218],"Program":[61,157],"Feevale":[63,159],"University":[64],"helps":[65],"patients":[66,94,134,170,264],"with":[67,234],"chronic":[68],"respiratory":[69],"in":[71,101,135,150,243,265],"community":[73],"aims":[75,163],"improve":[77],"life":[81],"through":[82],"development":[84,196],"educational":[86],"assistance":[88],"actions.":[89],"information":[91],"about":[92,178],"treatment":[97,173],"results":[98,214],"are":[99],"stored":[100],"database.":[103],"amount":[105],"data":[107,212],"disturbs":[108],"analysis":[110],"results.":[112],"Through":[113],"systematic":[116],"review,":[117],"it":[118,252],"was":[119],"possible":[120,254],"see":[122],"that":[123],"does":[124],"not":[125],"exist":[126],"model":[128,144,162,203,232],"predict":[130,260],"abandonment":[131,167,245,261],"trends":[132,168,262],"Programs.":[138,268],"Therefore,":[139],"this":[140,179,192],"paper":[141,193],"proposes":[142],"apply":[146,201],"machine":[147,257],"learning":[148,258],"techniques":[149,227],"database":[152,180],"University.":[160],"identify":[165],"entering":[171],"extract":[176],"knowledge":[177],"contribute":[182],"application":[185],"pulmonary":[187],"rehabilitation":[188],"treatment.":[189],"addition,":[191],"presents":[194],"tool":[199],"proposed":[204],"provides":[206],"visualizations":[207],"assist":[209],"reading":[210],"by":[215],"healthcare":[216],"professionals.":[217],"Support":[219],"Vector":[220],"Machine,":[221],"Decision":[222],"Tree":[223],"Random":[225,236],"Forest":[226,237],"were":[228],"compared.":[229],"A":[230],"predictive":[231],"created":[233],"technique":[238],"demonstrated":[239],"best":[241],"performance":[242],"predictions,":[246],"reaching":[247],"69.82%":[248],"accuracy.":[250],"Thus,":[251],"is":[253],"use":[256]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}