Development of Low-Dose Myocardial Perfusion Imaging Based on Deep Learning

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

單光子斷層心肌灌流檢查是鑑別診斷心血管疾病及評估冠心症程度、治療、風險及預後的一項重要工具。追求低劑量與良好的影像品質能夠避免病人遭受過多的劑量有效普及化這項檢查程序同時更可提升臨床醫師的診斷率。人工智慧輔助核醫心肌灌流掃描診斷與風險的評估的更是已成為國內多家醫院落實推展智慧醫療的核心目標。本計畫結合人工智慧技術和數位虛擬人來發展新穎的低劑量單光子斷層心肌灌流影像。透過這項計畫的實施我們將能夠開發出一套可實際應用於臨床的低劑量心肌灌流影像軟體,落實學術研究成果應用於臨床應用上。

Project IDs

Project ID:PB11107-7947
External Project ID:MOST111-2221-E182-008-MY3
StatusFinished
Effective start/end date01/08/2231/07/23

Keywords

  • Single Photon Emission Tomography
  • Myocardial Perfusion Imaging
  • Digital Human
  • Deep Learning

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