{"id":"https://openalex.org/W4399267333","doi":"https://doi.org/10.1007/978-3-031-61063-9_22","title":"Study and Validation Protocol of Risk Prediction Model for Deep Venous Thrombosis After Severe Traumatic Brain Injury Based on Machine Learning Algorithms","display_name":"Study and Validation Protocol of Risk Prediction Model for Deep Venous Thrombosis After Severe Traumatic Brain Injury Based on Machine Learning Algorithms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399267333","doi":"https://doi.org/10.1007/978-3-031-61063-9_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-61063-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61063-9_22","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":null,"display_name":"Yongping Wei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongping Wei","raw_affiliation_strings":["Neurosurgery, Guangxi International Zhuang Medicine Hospital, Nanning, 530001, China"],"affiliations":[{"raw_affiliation_string":"Neurosurgery, Guangxi International Zhuang Medicine Hospital, Nanning, 530001, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326348","display_name":"Qin Lin","orcid":"https://orcid.org/0000-0002-4391-8706"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qin Lin","raw_affiliation_strings":["Nursing Department, Guangxi International Zhuang Medicine Hospital, Nanning, 530001, China"],"affiliations":[{"raw_affiliation_string":"Nursing Department, Guangxi International Zhuang Medicine Hospital, Nanning, 530001, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088360655","display_name":"Juncheng Hu","orcid":"https://orcid.org/0000-0002-6232-9093"},"institutions":[{"id":"https://openalex.org/I176134282","display_name":"Guilin Medical University","ror":"https://ror.org/000prga03","country_code":"CN","type":"education","lineage":["https://openalex.org/I176134282"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juncheng Hu","raw_affiliation_strings":["School of Intelligent Medicine and Biotechnology, Guilin Medical University, Guilin, 541199, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Medicine and Biotechnology, Guilin Medical University, Guilin, 541199, China","institution_ids":["https://openalex.org/I176134282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088360655"],"corresponding_institution_ids":["https://openalex.org/I176134282"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0769,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89462895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"328","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9864000082015991,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9736999869346619,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7151343822479248},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5548365116119385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.525581419467926},{"id":"https://openalex.org/keywords/venous-thrombosis","display_name":"Venous thrombosis","score":0.5057008266448975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48878809809684753},{"id":"https://openalex.org/keywords/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.47594189643859863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4388972222805023},{"id":"https://openalex.org/keywords/thrombosis","display_name":"Thrombosis","score":0.36221539974212646},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18741515278816223},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.15147551894187927},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07930707931518555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7151343822479248},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5548365116119385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.525581419467926},{"id":"https://openalex.org/C2780011451","wikidata":"https://www.wikidata.org/wiki/Q2751330","display_name":"Venous thrombosis","level":3,"score":0.5057008266448975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48878809809684753},{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.47594189643859863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4388972222805023},{"id":"https://openalex.org/C2780868729","wikidata":"https://www.wikidata.org/wiki/Q261327","display_name":"Thrombosis","level":2,"score":0.36221539974212646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18741515278816223},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.15147551894187927},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07930707931518555},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-61063-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61063-9_22","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":2,"referenced_works":["https://openalex.org/W2133850771","https://openalex.org/W2323662613"],"related_works":["https://openalex.org/W2326314491","https://openalex.org/W4232204633","https://openalex.org/W3206692032","https://openalex.org/W2724674370","https://openalex.org/W4238132289","https://openalex.org/W4254672817","https://openalex.org/W4245348274","https://openalex.org/W4200627908","https://openalex.org/W2059299277","https://openalex.org/W2403061077"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
