{"id":"https://openalex.org/W2900852918","doi":"https://doi.org/10.1109/iccabs.2018.8542101","title":"Identification of Disease States for Trauma Patients using Commonly Available Hospital Data","display_name":"Identification of Disease States for Trauma Patients using Commonly Available Hospital Data","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2900852918","doi":"https://doi.org/10.1109/iccabs.2018.8542101","mag":"2900852918"},"language":"en","primary_location":{"id":"doi:10.1109/iccabs.2018.8542101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccabs.2018.8542101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 8th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS)","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/A5058373574","display_name":"Mahnaz Koupaee","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahnaz Koupaee","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059845176","display_name":"Yuanyang Zhang","orcid":"https://orcid.org/0000-0002-3832-8621"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanyang Zhang","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055730628","display_name":"Tie Bo Wu","orcid":"https://orcid.org/0000-0001-9522-3626"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tie Bo Wu","raw_affiliation_strings":["Department of Mechanical Engineering, University of California, Santa Barbara, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of California, Santa Barbara, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081036923","display_name":"Mitchell J. Cohen","orcid":"https://orcid.org/0000-0001-5883-8752"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitchell Cohen","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021640058","display_name":"Linda Petzold","orcid":"https://orcid.org/0000-0001-6251-6078"},"institutions":[{"id":"https://openalex.org/I2801983979","display_name":"Denver Health Medical Center","ror":"https://ror.org/01fbz6h17","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801983979"]},{"id":"https://openalex.org/I4210148334","display_name":"Health and Hospital Corporation","ror":"https://ror.org/03hpmwj60","country_code":"US","type":"government","lineage":["https://openalex.org/I4210148334"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda Petzold","raw_affiliation_strings":["Department of Surgery, Denver Health and Hospital Authority, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, Denver Health and Hospital Authority, Denver, CO, USA","institution_ids":["https://openalex.org/I2801983979","https://openalex.org/I921990950","https://openalex.org/I4210148334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058373574"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13141292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"333","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9498000144958496,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6953566074371338},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6152088642120361},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6018515825271606},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5225955247879028},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4759116768836975},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4508006274700165},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4192880094051361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40093740820884705},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.39700132608413696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34866225719451904},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33753061294555664},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10081413388252258}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6953566074371338},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6152088642120361},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6018515825271606},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5225955247879028},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4759116768836975},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4508006274700165},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4192880094051361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40093740820884705},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.39700132608413696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34866225719451904},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33753061294555664},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10081413388252258},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccabs.2018.8542101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccabs.2018.8542101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 8th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W135658362","https://openalex.org/W227955348","https://openalex.org/W1663973292","https://openalex.org/W2013570924","https://openalex.org/W2044758663","https://openalex.org/W2065974896","https://openalex.org/W2156405078","https://openalex.org/W2165922907","https://openalex.org/W2396881363","https://openalex.org/W2415295068","https://openalex.org/W2463261572","https://openalex.org/W2522473403","https://openalex.org/W2594639291","https://openalex.org/W2650906489","https://openalex.org/W3033415245","https://openalex.org/W3197494818","https://openalex.org/W6715877674"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2134386692","https://openalex.org/W2084326697","https://openalex.org/W2194396582","https://openalex.org/W2027903142","https://openalex.org/W2082284720","https://openalex.org/W2116722627","https://openalex.org/W2537260108","https://openalex.org/W2354322608","https://openalex.org/W2158700654"],"abstract_inverted_index":{"Trauma":[0],"is":[1,10,49,52],"one":[2],"of":[3,7,11,18,36,46],"the":[4,12],"main":[5],"causes":[6],"hospitalization.":[8],"Time":[9],"essence":[13],"in":[14,26,60,86,92],"diagnosis":[15,93],"and":[16,94],"treatment":[17],"trauma":[19,62],"patients":[20,41],"with":[21],"severe":[22],"injuries.":[23],"To":[24],"assist":[25,91],"decision-making,":[27],"we":[28],"propose":[29],"a":[30,65],"hidden":[31,66],"Markov":[32,67,81],"model":[33,48,68,82],"for":[34],"identification":[35],"disease":[37],"states":[38,76,89],"through":[39],"which":[40,56],"progress.":[42],"An":[43],"important":[44],"property":[45],"our":[47],"that":[50],"it":[51],"based":[53,69],"on":[54,70],"features":[55],"are":[57,77],"routinely":[58],"collected":[59],"hospital":[61],"centers.":[63],"Using":[64],"fifteen":[71],"features,":[72],"six":[73],"different":[74],"patient":[75],"identified.":[78],"The":[79],"resulting":[80],"can":[83],"be":[84],"useful":[85],"identifying":[87],"patients'":[88],"to":[90],"treatment.":[95]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}