{"id":"https://openalex.org/W3102352003","doi":"https://doi.org/10.1155/2020/6217392","title":"Risk Factors of Cerebral Infarction and Myocardial Infarction after Carotid Endarterectomy Analyzed by Machine Learning","display_name":"Risk Factors of Cerebral Infarction and Myocardial Infarction after Carotid Endarterectomy Analyzed by Machine Learning","publication_year":2020,"publication_date":"2020-11-12","ids":{"openalex":"https://openalex.org/W3102352003","doi":"https://doi.org/10.1155/2020/6217392","mag":"3102352003","pmid":"https://pubmed.ncbi.nlm.nih.gov/33273961"},"language":"en","primary_location":{"id":"doi:10.1155/2020/6217392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/6217392","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/6217392.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2020/6217392.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081483767","display_name":"Peng Bai","orcid":"https://orcid.org/0000-0002-7395-6201"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Bai","raw_affiliation_strings":["Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7395-6201","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023673240","display_name":"Yang Zhou","orcid":"https://orcid.org/0000-0002-1548-973X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhou","raw_affiliation_strings":["Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1548-973X","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010274839","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0002-1156-7673"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Liu","raw_affiliation_strings":["College of Chemistry and Molecular Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1156-7673","affiliations":[{"raw_affiliation_string":"College of Chemistry and Molecular Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101818043","display_name":"Gang Li","orcid":"https://orcid.org/0000-0002-4112-9703"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4112-9703","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103005013","display_name":"Zhengqian Li","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengqian Li","raw_affiliation_strings":["Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3434-009X","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453659","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0003-1225-0173"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Department of Neurosurgery, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002025387","display_name":"Xiangyang Guo","orcid":"https://orcid.org/0000-0002-5694-2174"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangyang Guo","raw_affiliation_strings":["Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5694-2174","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Peking University Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002025387"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.5917,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.67675181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.4408999979496002,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.4408999979496002,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.40130001306533813,"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"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.019899999722838402,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.8113304376602173},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.6898928880691528},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.6580624580383301},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.6206649541854858},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.6127107739448547},{"id":"https://openalex.org/keywords/cerebral-infarction","display_name":"Cerebral infarction","score":0.5943211317062378},{"id":"https://openalex.org/keywords/infarction","display_name":"Infarction","score":0.512650191783905},{"id":"https://openalex.org/keywords/carotid-endarterectomy","display_name":"Carotid endarterectomy","score":0.49688318371772766},{"id":"https://openalex.org/keywords/occlusion","display_name":"Occlusion","score":0.4665754735469818},{"id":"https://openalex.org/keywords/perioperative","display_name":"Perioperative","score":0.4196925461292267},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.3251330852508545},{"id":"https://openalex.org/keywords/stenosis","display_name":"Stenosis","score":0.29359889030456543},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.1660027801990509}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8113304376602173},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.6898928880691528},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.6580624580383301},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.6206649541854858},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.6127107739448547},{"id":"https://openalex.org/C2779450755","wikidata":"https://www.wikidata.org/wiki/Q1209150","display_name":"Cerebral infarction","level":3,"score":0.5943211317062378},{"id":"https://openalex.org/C2777798775","wikidata":"https://www.wikidata.org/wiki/Q207550","display_name":"Infarction","level":3,"score":0.512650191783905},{"id":"https://openalex.org/C2781068581","wikidata":"https://www.wikidata.org/wiki/Q5045544","display_name":"Carotid endarterectomy","level":3,"score":0.49688318371772766},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.4665754735469818},{"id":"https://openalex.org/C31174226","wikidata":"https://www.wikidata.org/wiki/Q64855140","display_name":"Perioperative","level":2,"score":0.4196925461292267},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3251330852508545},{"id":"https://openalex.org/C2780007028","wikidata":"https://www.wikidata.org/wiki/Q2343082","display_name":"Stenosis","level":2,"score":0.29359889030456543},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.1660027801990509}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000367","descriptor_name":"Age Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000367","descriptor_name":"Age Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000367","descriptor_name":"Age Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D002544","descriptor_name":"Cerebral Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008955","descriptor_name":"Models, Cardiovascular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015992","descriptor_name":"Body Mass Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015992","descriptor_name":"Body Mass Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015992","descriptor_name":"Body Mass Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015994","descriptor_name":"Incidence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015994","descriptor_name":"Incidence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015994","descriptor_name":"Incidence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016894","descriptor_name":"Endarterectomy, Carotid","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D016894","descriptor_name":"Endarterectomy, Carotid","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D016894","descriptor_name":"Endarterectomy, Carotid","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/6217392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/6217392","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/6217392.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:33273961","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33273961","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:0962cbf99ae04d289f43ec82acb087af","is_oa":true,"landing_page_url":"https://doaj.org/article/0962cbf99ae04d289f43ec82acb087af","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7683166","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7683166","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Math Methods Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/6217392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/6217392","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/6217392.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3102352003.pdf","grobid_xml":"https://content.openalex.org/works/W3102352003.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1598284123","https://openalex.org/W1642752417","https://openalex.org/W1985147276","https://openalex.org/W2009372529","https://openalex.org/W2017661266","https://openalex.org/W2019547275","https://openalex.org/W2046776216","https://openalex.org/W2059122278","https://openalex.org/W2065700756","https://openalex.org/W2066847336","https://openalex.org/W2101234009","https://openalex.org/W2107640974","https://openalex.org/W2127672966","https://openalex.org/W2140387021","https://openalex.org/W2142033882","https://openalex.org/W2142170772","https://openalex.org/W2142823558","https://openalex.org/W2147254207","https://openalex.org/W2171768055","https://openalex.org/W2180482224","https://openalex.org/W2295598076","https://openalex.org/W2332609836","https://openalex.org/W2585494436","https://openalex.org/W2592719200","https://openalex.org/W2594950174","https://openalex.org/W2754886146","https://openalex.org/W2765988597","https://openalex.org/W2786072595","https://openalex.org/W2793609878","https://openalex.org/W2934399013","https://openalex.org/W3102476541","https://openalex.org/W4211143229","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3151735612","https://openalex.org/W2414292317","https://openalex.org/W2358730843","https://openalex.org/W2359971972","https://openalex.org/W2378475399","https://openalex.org/W2014416186","https://openalex.org/W2360339923","https://openalex.org/W3120917222","https://openalex.org/W2585153498","https://openalex.org/W1490537988"],"abstract_inverted_index":{"Objective.":[0],"The":[1,83,129,145,161,197,208,307],"incidence":[2,146],"of":[3,21,23,35,47,57,90,106,116,147,155,164,176,245],"cerebral":[4,37,59,122,148,167,298],"infarction":[5,8,38,41,60,123,126,149,157,168,171,299,302],"and":[6,25,39,61,113,124,135,153,169,275,290,300],"myocardial":[7,40,62,125,156,170,301],"is":[9],"higher":[10],"in":[11,303],"patients":[12,66,165,304],"with":[13,44,166,305],"carotid":[14],"endarterectomy":[15],"(CEA).":[16],"Based":[17],"on":[18,141],"the":[19,32,45,55,80,101,104,111,114,177,205,242,296],"concept":[20],"coprotection":[22],"heart":[24],"brain,":[26],"this":[27],"study":[28],"attempts":[29],"to":[30,50,109,120,295],"screen":[31],"related":[33,199,294],"factors":[34,200],"early":[36],"after":[42,263],"CEA":[43,69],"method":[46,310],"machine":[48,130,308],"learning":[49,131,309],"provide":[51],"clinical":[52],"data":[53],"for":[54],"prevention":[56],"postoperative":[58,297],"infarction.":[63],"Methods.":[64],"443":[65],"who":[67],"received":[68],"operation":[70],"under":[71],"general":[72],"anesthesia":[73],"within":[74],"2":[75],"years":[76],"were":[77,127,138,201],"collected":[78],"as":[79,219,284],"research":[81],"objects.":[82],"demographic":[84],"data,":[85],"previous":[86],"medical":[87],"history,":[88],"degree":[89],"neck":[91],"vascular":[92],"stenosis,":[93],"blood":[94,285],"pressure":[95,223,237,247,254,262,269],"at":[96],"all":[97],"time":[98,105,115,163],"points":[99],"during":[100,224,248,255,270],"perioperative":[102],"period,":[103],"occlusion,":[107],"whether":[108,119],"place":[110],"shunt,":[112],"hospital":[117],"stay,":[118],"have":[121],"collected.":[128],"model":[132],"was":[133,150,158,172,218,226,232,239,250,257,265,272,277],"established,":[134],"stable":[136,198],"variables":[137],"selected":[139],"based":[140],"single-factor":[142],"analysis.":[143],"Results.":[144],"1.4%":[151],"(6/443)":[152],"that":[154,175],"2.3%":[159],"(10/443).":[160],"hospitalization":[162],"longer":[173],"than":[174],"control":[178],"group":[179],"(8":[180],"(7,":[181],"15)":[182],"days":[183],"vs.":[184],"7":[185],"(5,":[186],"8)":[187],"days,":[188],"<a:math":[189],"xmlns:a=\"http://www.w3.org/1998/Math/MathML\"":[190],"id=\"M1\">":[191],"<a:mi>P</a:mi>":[192],"<a:mo>=</a:mo>":[193],"<a:mn>0.002</a:mn>":[194],"</a:math>":[195],").":[196],"screened":[202],"out":[203],"by":[204],"xgboost":[206],"model.":[207],"importance":[209],"score":[210],"(":[211],"<c:math":[212],"xmlns:c=\"http://www.w3.org/1998/Math/MathML\"":[213],"id=\"M2\">":[214],"<c:mi>F</c:mi>":[215],"</c:math>":[216],"score)":[217],"follows:":[220],"average":[221,235],"arterial":[222,236,261],"occlusion":[225,249,256,271],"222":[227],"points,":[228,234,241,252,259,267,274],"body":[229,287],"mass":[230,288],"index":[231],"159":[233],"postoperation":[238],"156":[240],"standard":[243],"deviation":[244],"systolic":[246,268],"153":[251],"diastolic":[253],"146":[258],"mean":[260],"entry":[264],"143":[266],"121":[273],"age":[276],"117":[278],"points.":[279],"Conclusion.":[280],"Eight":[281],"factors,":[282],"such":[283],"pressure,":[286],"index,":[289],"age,":[291],"may":[292],"be":[293],"CEA.":[306],"deserves":[311],"further":[312],"study.":[313]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
