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All Projects → wenyalintw → Dicom-Viewer

wenyalintw / Dicom-Viewer

Licence: MIT license
An application displaying 2D/3D Dicom

Programming Languages

python
139335 projects - #7 most used programming language

Labels

image-processingdicommedical-imaging3d-reconstructiondicom-viewer

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Dicom Viewer

簡易醫學影像GUI (Dicom Viewer)

能顯示 2D/3D Dicom影像的應用


本project旨在利用python+Qt製作簡易的醫學影像GUI，提供一個平台，能在上面使用python開發測試各式影像處理功能，尤其是針對3D之Dicom Stack！

先看兩段Demo吧

2D Image Processing

3D Image Processing

執行畫面

執行程式會打開Main Window，左上角的選單有2D processing和3D processing兩個子選項，其中後者embed有3D volume reconstruction功能

Main Window

mainwindow

2D processing

內含功能

  • Load Image (含*.dcm)
  • Save Image
  • Convert to gray scale
  • Restore
  • Thresholding
  • Region Growing
  • Morthology (Dilation, Erosion, Opening, Closing)
  • Edge Detection (Laplacian, Sobel, Perwitt, Frei & Chen)
  • Drawing

2D_Processing

3D processing

內含功能

  • Load DICOM stack
  • Save slice (axial, sagittal, coronal)
  • Colormap transform
  • Slider scrolling
  • Mouse hovering/clicking
  • Show DICOM info
  • Show slice index coordinate
  • 3D volume reconstruction

3D_Processing

3D volume reconstruction


3D_Volume

Future Extension

  • 加入數據分析功能

    導入一些醫學知識，讓軟體有一些初步的分析功能（如有沒有骨折、腫瘤等等）

  • 3D reconstruction改善

    更新volume重建算法，提升計算速度與還原度

  • 3D image processing

    加入對3D voxel影像進行更複雜的影像處理功能

  • Make it distributable

    包裝成release版本，成為可轉散發軟體。希望能支援跨平台運作（window、macOS）

How to use it?

Project root will be /src, just clone it and run mainwindow.py.

Strictly follow the package version in requirements.txt is not necessary.

Acknowledgments

MIT License (2019), Wen-Ya Lin
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