{"id":"https://openalex.org/W4401592854","doi":"https://doi.org/10.1007/978-3-031-67285-9_21","title":"Explainable Machine Learning: Predicting Clinical Outcomes in\u00a0Welsh Emergency Departments","display_name":"Explainable Machine Learning: Predicting Clinical Outcomes in\u00a0Welsh Emergency Departments","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401592854","doi":"https://doi.org/10.1007/978-3-031-67285-9_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-67285-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_21","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/A5113335250","display_name":"Megan Lind Morgan","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Megan Lind Morgan","raw_affiliation_strings":["Department of Computer Science, Swansea University, Swansea, Wales"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Swansea University, Swansea, Wales","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023675295","display_name":"Alma Rahat","orcid":"https://orcid.org/0000-0002-5023-1371"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alma Rahat","raw_affiliation_strings":["Department of Computer Science, Swansea University, Swansea, Wales"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Swansea University, Swansea, Wales","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015398688","display_name":"Gareth Jenkins","orcid":"https://orcid.org/0000-0002-5437-8389"},"institutions":[{"id":"https://openalex.org/I4210100445","display_name":"Hywel Dda University Health Board","ror":"https://ror.org/012gye839","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100445","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gareth Jenkins","raw_affiliation_strings":["Hywel Dda University Health Board, Data Science Department, NHS, Carmarthen, Wales"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hywel Dda University Health Board, Data Science Department, NHS, Carmarthen, Wales","institution_ids":["https://openalex.org/I4210100445"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100608004","display_name":"Jiaxiang Zhang","orcid":"https://orcid.org/0000-0002-4758-0394"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiaxiang Zhang","raw_affiliation_strings":["Department of Computer Science, Swansea University, Swansea, Wales"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Swansea University, Swansea, Wales","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113335250"],"corresponding_institution_ids":["https://openalex.org/I39586589"],"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":0.123178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9936000108718872,"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":0.9936000108718872,"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9542999863624573,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9330000281333923,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/computer-science","display_name":"Computer science","score":0.8253053426742554},{"id":"https://openalex.org/keywords/welsh","display_name":"Welsh","score":0.8127279877662659},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44714412093162537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44375813007354736},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.4286976754665375},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3669060468673706},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07640361785888672},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.059511035680770874},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.051130056381225586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8253053426742554},{"id":"https://openalex.org/C2780769345","wikidata":"https://www.wikidata.org/wiki/Q9309","display_name":"Welsh","level":2,"score":0.8127279877662659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44714412093162537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44375813007354736},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.4286976754665375},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3669060468673706},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07640361785888672},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.059511035680770874},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.051130056381225586},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-67285-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_21","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"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa67432","is_oa":false,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa67432","pdf_url":null,"source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper/Proceeding/Abstract"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2103654552","https://openalex.org/W2157135538","https://openalex.org/W2167461028","https://openalex.org/W2216946510","https://openalex.org/W2750268731","https://openalex.org/W2778468036","https://openalex.org/W2789695280","https://openalex.org/W2911964244","https://openalex.org/W2982105985","https://openalex.org/W2987201163","https://openalex.org/W3008275395","https://openalex.org/W3015199197","https://openalex.org/W3045274065","https://openalex.org/W3070886816","https://openalex.org/W3081125651","https://openalex.org/W3094582747","https://openalex.org/W3109369928","https://openalex.org/W3126673261","https://openalex.org/W3148221166","https://openalex.org/W3162199380","https://openalex.org/W3182546273","https://openalex.org/W4200620673","https://openalex.org/W4206528363","https://openalex.org/W4240615613","https://openalex.org/W4245829379","https://openalex.org/W4283744498"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}