{"id":"https://openalex.org/W1988967261","doi":"https://doi.org/10.1109/iembs.2011.6089904","title":"Comparison of survival predictions for rats with hemorrhagic shocks using an artificial neural network and support vector machine","display_name":"Comparison of survival predictions for rats with hemorrhagic shocks using an artificial neural network and support vector machine","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W1988967261","doi":"https://doi.org/10.1109/iembs.2011.6089904","mag":"1988967261","pmid":"https://pubmed.ncbi.nlm.nih.gov/22254258"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6089904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6089904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/93332","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103172329","display_name":"Kyung Hwan Jang","orcid":"https://orcid.org/0000-0003-4883-6774"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]},{"id":"https://openalex.org/I4210160791","display_name":"Yonsei University Health System","ror":"https://ror.org/04sze3c15","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I193775966","https://openalex.org/I4210160791"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung Hwan Jang","raw_affiliation_strings":["Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea. khjang@yuhs.ac","Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea. khjang@yuhs.ac","institution_ids":["https://openalex.org/I4210160791"]},{"raw_affiliation_string":"Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045180104","display_name":"Tae Keun Yoo","orcid":"https://orcid.org/0000-0003-0890-8614"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae Keun Yoo","raw_affiliation_strings":["Yonsei University College of Medicine, Seoul, South Korea","Yonsei University College of Medicine, \u2028Seoul, Korea \u2028"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yonsei University College of Medicine, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Yonsei University College of Medicine, \u2028Seoul, Korea \u2028","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030881071","display_name":"Joon Yul Choi","orcid":"https://orcid.org/0000-0002-2428-0209"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joon Yul Choi","raw_affiliation_strings":["Biomedical Engineering, Yonsei University, Seoul, South Korea","Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083632407","display_name":"Ki Chang Nam","orcid":"https://orcid.org/0000-0002-0484-7845"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ki Chang Nam","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University College of Medicine, Seoul, South Korea","Department of Medical Engineering, Yonsei University College of Medicine, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111928525","display_name":"Jae Lim Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae Lim Choi","raw_affiliation_strings":["Biomedical Engineering, Yonsei University, Seoul, South Korea","Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111554685","display_name":"Min Kyung Kwon","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min Kyung Kwon","raw_affiliation_strings":["Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Brain Korea 21 Project for Medical Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070041841","display_name":"Deok Won Kim","orcid":"https://orcid.org/0000-0002-5294-8675"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deok Won Kim","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University College of Medicine, Seoul, South Korea","Department of Medical Engineering, Yonsei University College of Medicine, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0017,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75752504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":null,"first_page":"91","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9905999898910522,"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":0.9905999898910522,"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/T11116","display_name":"Trauma, Hemostasis, Coagulopathy, Resuscitation","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/support-vector-machine","display_name":"Support vector machine","score":0.8623182773590088},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7655644416809082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6005095839500427},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.539660632610321},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.5283209681510925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5267170071601868},{"id":"https://openalex.org/keywords/hemorrhagic-shock","display_name":"Hemorrhagic shock","score":0.4759773313999176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4605277180671692},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4604983329772949},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42120328545570374},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3609042167663574},{"id":"https://openalex.org/keywords/shock","display_name":"Shock (circulatory)","score":0.34117746353149414},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19870036840438843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1869787871837616},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17796173691749573},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09802144765853882}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8623182773590088},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7655644416809082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6005095839500427},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.539660632610321},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.5283209681510925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5267170071601868},{"id":"https://openalex.org/C2993366118","wikidata":"https://www.wikidata.org/wiki/Q1320276","display_name":"Hemorrhagic shock","level":3,"score":0.4759773313999176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4605277180671692},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4604983329772949},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42120328545570374},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3609042167663574},{"id":"https://openalex.org/C2781300812","wikidata":"https://www.wikidata.org/wiki/Q178061","display_name":"Shock (circulatory)","level":2,"score":0.34117746353149414},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19870036840438843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1869787871837616},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17796173691749573},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09802144765853882},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","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":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012771","descriptor_name":"Shock, Hemorrhagic","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D012771","descriptor_name":"Shock, Hemorrhagic","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D012771","descriptor_name":"Shock, Hemorrhagic","qualifier_ui":"Q000401","qualifier_name":"mortality","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":"D015996","descriptor_name":"Survival Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015996","descriptor_name":"Survival Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015996","descriptor_name":"Survival Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/iembs.2011.6089904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6089904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22254258","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22254258","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ir.ymlib.yonsei.ac.kr:22282913/93332","is_oa":true,"landing_page_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/93332","pdf_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/93332","source":{"id":"https://openalex.org/S4306400691","display_name":"YUHSpace (Yonsei University Medical Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193775966","host_organization_name":"Yonsei University","host_organization_lineage":["https://openalex.org/I193775966"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"T201101531.pdf","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:ir.ymlib.yonsei.ac.kr:22282913/93332","is_oa":true,"landing_page_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/93332","pdf_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/93332","source":{"id":"https://openalex.org/S4306400691","display_name":"YUHSpace (Yonsei University Medical Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193775966","host_organization_name":"Yonsei University","host_organization_lineage":["https://openalex.org/I193775966"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"T201101531.pdf","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8299999833106995,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1988967261.pdf","grobid_xml":"https://content.openalex.org/works/W1988967261.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1480574667","https://openalex.org/W1486356724","https://openalex.org/W1518653822","https://openalex.org/W1582088450","https://openalex.org/W1974013964","https://openalex.org/W2023979264","https://openalex.org/W2026354383","https://openalex.org/W2028070629","https://openalex.org/W2049494869","https://openalex.org/W2063102823","https://openalex.org/W2076338217","https://openalex.org/W2112334970","https://openalex.org/W2117540317","https://openalex.org/W4232706323","https://openalex.org/W6629156823","https://openalex.org/W6858737897"],"related_works":["https://openalex.org/W4220715471","https://openalex.org/W4295035285","https://openalex.org/W4200022986","https://openalex.org/W2963637926","https://openalex.org/W3130734945","https://openalex.org/W2019890371","https://openalex.org/W2048140462","https://openalex.org/W4388542635","https://openalex.org/W2947936036","https://openalex.org/W2380827615"],"abstract_inverted_index":{"Hemorrhagic":[0],"shock":[1,20],"is":[2],"the":[3,14,58,82,123,126,150,153,179],"cause":[4],"of":[5,8,18,32,62,131],"one":[6,106],"third":[7],"deaths":[9],"resulting":[10],"from":[11,46],"injury":[12],"in":[13],"world.":[15],"Early":[16],"diagnosis":[17],"hemorrhagic":[19,50],"makes":[21],"it":[22],"possible":[23],"for":[24,57,178],"physicians":[25],"to":[26,36,88,176],"treat":[27],"patients":[28],"successfully.":[29],"The":[30],"objective":[31],"this":[33],"study":[34],"was":[35,174],"select":[37],"an":[38,67,99,110],"optimal":[39,83],"survival":[40,63,84,119,132,180],"prediction":[41,64,85,120,133],"model":[42,86],"using":[43,66],"physiological":[44,53],"parameters":[45,54],"rats":[47],"during":[48],"our":[49],"experiment.":[51],"These":[52],"were":[55,134,158],"used":[56],"training":[59],"and":[60,72,105,109,129,143,156,167],"testing":[61],"models":[65],"artificial":[68],"neural":[69],"network":[70],"(ANN)":[71],"support":[73],"vector":[74],"machine":[75],"(SVM).":[76],"To":[77],"avoid":[78],"over-fitting,":[79],"we":[80],"chose":[81],"according":[87],"performance":[89],"measured":[90],"by":[91],"a":[92,117],"5-fold":[93],"cross":[94],"validation":[95],"method.":[96],"We":[97],"selected":[98],"ANN":[100,124,177],"with":[101,112],"three":[102],"hidden":[103,107],"neurons":[104],"layer":[108],"SVM":[111,151,173],"Gaussian":[113],"kernel":[114],"function":[115],"as":[116],"trained":[118],"model.":[121],"For":[122,149],"model,":[125,152],"sensitivity,":[127,154],"specificity,":[128,155],"accuracy":[130,157],"97.8":[135],"\u00b1":[136,140,145,160,164,169],"3.3":[137],"%,":[138,142,147,162,166,171],"96.3":[139],"2.7":[141],"96.8":[144],"1.7":[146],"respectively.":[148,172],"97.5":[159],"2.9":[161],"99.3":[163],"1.1":[165],"98.5":[168],"1.2":[170],"preferable":[175],"prediction.":[181]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}