{"id":"https://openalex.org/W1995784935","doi":"https://doi.org/10.1145/2769493.2775131","title":"Using binary logistic regression coefficients for the dynamic quantification of comorbidities","display_name":"Using binary logistic regression coefficients for the dynamic quantification of comorbidities","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1995784935","doi":"https://doi.org/10.1145/2769493.2775131","mag":"1995784935"},"language":"en","primary_location":{"id":"doi:10.1145/2769493.2775131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2769493.2775131","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 PErvasive Technologies Related to Assistive Environments","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/A5030534346","display_name":"Dimitrios Zikos","orcid":"https://orcid.org/0000-0002-2951-4350"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitrios Zikos","raw_affiliation_strings":["Heracleia lab, CSE, UT Arlington","Heracleia lab, CSE, UT Arlington#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heracleia lab, CSE, UT Arlington","institution_ids":[]},{"raw_affiliation_string":"Heracleia lab, CSE, UT Arlington#TAB#","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068885193","display_name":"Ismail Vandeliwala","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ismail Vandeliwala","raw_affiliation_strings":["CSE, UT Arlington","CSE, UT Arlington#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE, UT Arlington","institution_ids":["https://openalex.org/I189196454"]},{"raw_affiliation_string":"CSE, UT Arlington#TAB#","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T14400","display_name":"Medical Coding and Health Information","score":0.9807000160217285,"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/T10793","display_name":"Diabetes Management and Education","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/comorbidity","display_name":"Comorbidity","score":0.8330224752426147},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.7716207504272461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5225917100906372},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.48965197801589966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3966785669326782},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3689628541469574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30953407287597656},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16119831800460815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10165822505950928}],"concepts":[{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.8330224752426147},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7716207504272461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5225917100906372},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.48965197801589966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3966785669326782},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3689628541469574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30953407287597656},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16119831800460815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10165822505950928},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2769493.2775131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2769493.2775131","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 PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W51552810","https://openalex.org/W2130501785","https://openalex.org/W2150845035","https://openalex.org/W2161299495"],"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":{"Comorbidities":[0],"are":[1],"multiple":[2],"co-occurring":[3],"disorders":[4],"related":[5],"with":[6],"a":[7,21,45,64,67,90],"series":[8],"of":[9,17,27,30,54,63,73,85,114],"inpatient":[10],"effects":[11],"which":[12],"affect":[13],"the":[14,24,28,38,52,61,71,83,86,102,110,115],"overall":[15],"quality":[16],"care.":[18,116],"We":[19],"describe":[20],"methodology":[22],"for":[23],"dynamic":[25],"quantification":[26],"effect":[29,72],"comorbidities":[31],"on":[32],"important":[33],"health":[34],"outcomes,":[35],"such":[36],"as":[37,106,108],"in-hospital":[39],"mortality":[40],"and":[41,70],"patient":[42,104],"complications.":[43],"Using":[44],"comprehensive":[46],"Medicare":[47],"dataset,":[48],"our":[49],"algorithm":[50],"utilizes":[51],"coefficients":[53],"binary":[55,68],"logistic":[56],"regression":[57],"models":[58],"to":[59,66,77],"predict":[60],"impact":[62],"comorbidity":[65,79],"outcome":[69],"any":[74],"new":[75],"disease":[76],"this":[78],"profile.":[80],"To":[81],"demonstrate":[82],"functionality":[84],"algorithm,":[87],"we":[88],"developed":[89],"pilot":[91],"java":[92],"based":[93],"web":[94],"application.":[95],"The":[96],"system":[97],"can":[98],"be":[99],"useful":[100],"upon":[101],"first":[103],"encounter":[105],"well":[107],"during":[109],"entire":[111],"service":[112],"episode":[113]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
