{"id":"https://openalex.org/W4385376529","doi":"https://doi.org/10.1007/978-981-99-4749-2_36","title":"LXLMEPS: Leveraging the XGB-lCE-Based Model for Early Prediction of Sepsis","display_name":"LXLMEPS: Leveraging the XGB-lCE-Based Model for Early Prediction of Sepsis","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385376529","doi":"https://doi.org/10.1007/978-981-99-4749-2_36"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-4749-2_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-4749-2_36","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":"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/A5023044550","display_name":"Zhang Leyi","orcid":"https://orcid.org/0009-0003-6426-6473"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Leyi","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0009-0003-6426-6473","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092565600","display_name":"Long Yingjie","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Yingjie","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, 510631, China"],"raw_orcid":"https://orcid.org/0009-0001-5195-9372","affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, 510631, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090274220","display_name":"Yingbiao Hu","orcid":"https://orcid.org/0000-0001-5464-5961"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Hu Yingbiao","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, China"],"raw_orcid":"https://orcid.org/0000-0001-5464-5961","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019047320","display_name":"Huinian Li","orcid":"https://orcid.org/0000-0001-7167-0042"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Li Huinian","raw_affiliation_strings":["School of Computer Science and Engineering, Macao University of Science and Technology, Macao, 999078, China"],"raw_orcid":"https://orcid.org/0000-0001-7167-0042","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Macao University of Science and Technology, Macao, 999078, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019047320"],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9983000159263611,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9983000159263611,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9855999946594238,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.953000009059906,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sepsis","display_name":"Sepsis","score":0.838842511177063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6939090490341187},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6037600636482239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5621919631958008},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5366927981376648},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4606376588344574},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4152843654155731},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27021104097366333},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.10379603505134583}],"concepts":[{"id":"https://openalex.org/C2778384902","wikidata":"https://www.wikidata.org/wiki/Q183134","display_name":"Sepsis","level":2,"score":0.838842511177063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6939090490341187},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6037600636482239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5621919631958008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5366927981376648},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4606376588344574},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4152843654155731},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27021104097366333},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10379603505134583},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-4749-2_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-4749-2_36","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":[{"display_name":"Good health and well-being","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1943063538","https://openalex.org/W2045596475","https://openalex.org/W2075023013","https://openalex.org/W2160645541","https://openalex.org/W2280404143","https://openalex.org/W2282181907","https://openalex.org/W2609231317","https://openalex.org/W2614741637","https://openalex.org/W2750557731","https://openalex.org/W2766207659","https://openalex.org/W2776803885","https://openalex.org/W2787226237","https://openalex.org/W2794804323","https://openalex.org/W2910910290","https://openalex.org/W2968919852","https://openalex.org/W2981428249","https://openalex.org/W2990895485","https://openalex.org/W2998853022","https://openalex.org/W3008421095","https://openalex.org/W3015460073","https://openalex.org/W3048688409","https://openalex.org/W4210974218"],"related_works":["https://openalex.org/W3215560449","https://openalex.org/W3030236844","https://openalex.org/W4237737355","https://openalex.org/W1520457732","https://openalex.org/W2794721326","https://openalex.org/W2832459556","https://openalex.org/W4385384888","https://openalex.org/W2979695286","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}