Brain Tumor Classification and Prognosis Analysis Using Automatic 3d Segmentation of Brain Lesions from Multimodal Mr Imaging

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

Project Details

Abstract

計畫從深度學習與臨床應用的綜合角度切入,針對切割(術前評估或治療追蹤)、分類(診斷)、預測、預後分析四個層面進行研究,目標在改良深度學習的方法以解決醫學影像分析應用中常見的樣本數不夠或不均的問題,以提高切割、分類與預測的精準度。本計畫所帶來的成效將能同時嘉惠機器學習領域中所著重的預測、分類與切割應用及其對應的臨床場景上。

Project IDs

Project ID:PB11207-2723
External Project ID:NSTC112-2221-E182-043
StatusFinished
Effective start/end date01/08/2331/07/24

Keywords

  • Glioma
  • Brain Tumor Classification Prediction
  • 3D semantic segmentation
  • Multimodal MRI Analysis
  • Computer-Aided Diagnosis System

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