Project title
頭部外傷患者之頭部電腦斷層特徵自動判讀與結果預測模型之建立
Internal ID
NSTC113-2314-B002-282
Principal Investigator
Start Date
August 1, 2024
End Date
July 31, 2025
Investigators
Partner Organizations
Automated Extraction of Head Ct Features and the Establishment of Accurate Outcome Prediction Models
Keywords
Marshall classification
head computed tomography (CT)
deep learning
traumatic brain injury (TBI)
Description
在人工智慧快速發展的現況下, 最新技術於醫療照護上的應用刻不容緩, 本計畫希望能以深度學習模型的架構建構一自動化對於頭部外傷病患CT的嚴重度分級並期能夠提供更準確之預後預測, 以加速並改善臨床決策流程與速度, 並提供病患與家屬參與臨床決策的輔助工具.