{"title":"人工智能在创伤性脑损伤中的应用:脑成像分析和预后预测:一个小综述。","authors":"Luca Marino, Federico Bilotta","doi":"10.5492/wjccm.v14.i3.107611","DOIUrl":null,"url":null,"abstract":"<p><p>Integration of artificial intelligence increases in all aspects of human life, particularly in healthcare systems. Traumatic brain injury is a significant cause of mortality and long-term disability, with an important impact on the socio-economic system of healthcare. The role of artificial intelligence in imaging and outcome prediction for traumatic brain injury patients is reviewed with a particular emphasis to the characteristics of machine and deep learning methods. Evidence of potential improvement in the clinical practice in discussed.</p>","PeriodicalId":66959,"journal":{"name":"世界危重病急救学杂志(英文版)","volume":"14 3","pages":"107611"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12304951/pdf/","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence in traumatic brain injury: Brain imaging analysis and outcome prediction: A mini review.\",\"authors\":\"Luca Marino, Federico Bilotta\",\"doi\":\"10.5492/wjccm.v14.i3.107611\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Integration of artificial intelligence increases in all aspects of human life, particularly in healthcare systems. Traumatic brain injury is a significant cause of mortality and long-term disability, with an important impact on the socio-economic system of healthcare. The role of artificial intelligence in imaging and outcome prediction for traumatic brain injury patients is reviewed with a particular emphasis to the characteristics of machine and deep learning methods. Evidence of potential improvement in the clinical practice in discussed.</p>\",\"PeriodicalId\":66959,\"journal\":{\"name\":\"世界危重病急救学杂志(英文版)\",\"volume\":\"14 3\",\"pages\":\"107611\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12304951/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"世界危重病急救学杂志(英文版)\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.5492/wjccm.v14.i3.107611\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"世界危重病急救学杂志(英文版)","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5492/wjccm.v14.i3.107611","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial intelligence in traumatic brain injury: Brain imaging analysis and outcome prediction: A mini review.
Integration of artificial intelligence increases in all aspects of human life, particularly in healthcare systems. Traumatic brain injury is a significant cause of mortality and long-term disability, with an important impact on the socio-economic system of healthcare. The role of artificial intelligence in imaging and outcome prediction for traumatic brain injury patients is reviewed with a particular emphasis to the characteristics of machine and deep learning methods. Evidence of potential improvement in the clinical practice in discussed.