Development of Three-Dimensional Deep Learning to Assist Posterior Cervical Fusion

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

Project Details

Abstract

寰椎(C1)和樞椎(C2)的後位融合手術具有高操作難度和危險性,本計畫的主要目的在於發展深度學習技術,配合混合實境和3D列印技術,開發能夠提高手術安全性和精度的個人化螺釘定位模板,並藉由MR影像轉成CT影像的技術,減少病人接受輻射的傷害。鑒於人工智慧配合三維醫學影像的潛在應用效益,相信本計畫對於學術發展、增進人類福祉都有很大的價值。

Project IDs

Project ID:PB11107-7900
External Project ID:MOST111-2221-E182-057
StatusFinished
Effective start/end date01/08/2231/07/23

Keywords

  • Posterior Cervical Fusion
  • Deep Neural Networks
  • 3D Medical Imaging
  • Drill Template
  • Magnetic Resonance Imaging (MRI)
  • Computed Tomography Scan (CT).

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