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denoiseapp's Introduction

Denoise App

論文用 DICOM 降噪程式 image

To-Do

將 n2nkeras 降噪功能放在圖形介面按鈕上

Env

python = 3.6 for vtk compatibility

Dependencies

tensorflow-gpu=1.15 opencv pydicom pyqt5 vtk pillow tqdm chardet

Features

1.Dicom I/O

  • Open single Dicom Images
  • Load Dicom series to Sqlite
  • Dicom series in Tree-view
DICOMDIR
  • Parse DICOMDIR File
  • DICOMDIR to DataBase Sqlite
  • Open from CD/DVD & parse DIOCMDIR
  • Duplicate Dcm Files to Hierarchy Folder according to DICOMDIR
Viewer
  • Adjustable WW/WL
  • Show Dicom Tags
  • Export Dicom Tags

2. Dicom Image Processing

  • Combine n2n-keras env
  • Load Denoise CNN weight
  • Denoise with fixed parameters
  • Denoise with adjustable parameters
  • Export Images in Dicom format
  • Export Images in commonly used format

3.CNN Training Tools

  • Import Dataset for training
  • adjustable parameters

denoiseapp's People

Contributors

kw81634dr avatar

Forkers

mysterioussonofgod

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