{"id":"https://openalex.org/W3041760342","doi":"https://doi.org/10.1007/978-3-030-50341-3_3","title":"Investigating Patients\u2019 Visits to Emergency Departments: A Behavior-Based ICD-9-CM Codes Decision Tree Induction Approach","display_name":"Investigating Patients\u2019 Visits to Emergency Departments: A Behavior-Based ICD-9-CM Codes Decision Tree Induction Approach","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3041760342","doi":"https://doi.org/10.1007/978-3-030-50341-3_3","mag":"3041760342"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50341-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50341-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5071913378","display_name":"Yen-Yi Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I2802753785","display_name":"Mackay Memorial Hospital","ror":"https://ror.org/015b6az38","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802753785"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Yi Feng","raw_affiliation_strings":["Emergency Medicine, Mackay Memorial Hospital, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Emergency Medicine, Mackay Memorial Hospital, Taipei, Taiwan","institution_ids":["https://openalex.org/I2802753785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042208531","display_name":"I\u2010Chin Wu","orcid":"https://orcid.org/0000-0001-8280-5133"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"I-Chin Wu","raw_affiliation_strings":["Graduate Institute of Library and Information Studies, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Library and Information Studies, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042658284","display_name":"Yu-Ping Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Ping Ho","raw_affiliation_strings":["Department of Information Management, Fu-Jen Catholic University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Fu-Jen Catholic University, Taipei, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042208531"],"corresponding_institution_ids":["https://openalex.org/I134161618"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18791313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T11095","display_name":"Emergency and Acute Care Studies","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T12246","display_name":"Chronic Disease Management Strategies","score":0.930400013923645,"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":0.9243000149726868,"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/overcrowding","display_name":"Overcrowding","score":0.7635438442230225},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6325459480285645},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6318991184234619},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5723446607589722},{"id":"https://openalex.org/keywords/explanatory-power","display_name":"Explanatory power","score":0.5523937344551086},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.537899374961853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5343474745750427},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.47589433193206787},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4748927652835846},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4624934494495392},{"id":"https://openalex.org/keywords/diagnosis-code","display_name":"Diagnosis code","score":0.42853114008903503},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.4271981120109558},{"id":"https://openalex.org/keywords/medical-decision-making","display_name":"Medical decision making","score":0.4228004217147827},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.41955459117889404},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4158031940460205},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35879504680633545},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35576683282852173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2373640239238739},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.11453145742416382},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10739138722419739},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07957863807678223}],"concepts":[{"id":"https://openalex.org/C2778872837","wikidata":"https://www.wikidata.org/wiki/Q7113614","display_name":"Overcrowding","level":2,"score":0.7635438442230225},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6325459480285645},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6318991184234619},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5723446607589722},{"id":"https://openalex.org/C2777402642","wikidata":"https://www.wikidata.org/wiki/Q2557224","display_name":"Explanatory power","level":2,"score":0.5523937344551086},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.537899374961853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5343474745750427},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.47589433193206787},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4748927652835846},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4624934494495392},{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.42853114008903503},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.4271981120109558},{"id":"https://openalex.org/C2983241795","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Medical decision making","level":2,"score":0.4228004217147827},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.41955459117889404},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4158031940460205},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35879504680633545},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35576683282852173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2373640239238739},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11453145742416382},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10739138722419739},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07957863807678223},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-50341-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50341-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W169161080","https://openalex.org/W1911406358","https://openalex.org/W1928041156","https://openalex.org/W2024816994","https://openalex.org/W2133440648","https://openalex.org/W2591868163","https://openalex.org/W2788608859","https://openalex.org/W2955934370"],"related_works":["https://openalex.org/W4321054264","https://openalex.org/W4245182517","https://openalex.org/W2339988851","https://openalex.org/W2539933675","https://openalex.org/W2175216352","https://openalex.org/W130376512","https://openalex.org/W2231992091","https://openalex.org/W3184308325","https://openalex.org/W4401432898","https://openalex.org/W4253970300"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}