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Biomedical Imaging and Analysis Project, working with Registration, Segmentation, and Quantification of COVID-19 CT Lung Scans. Registration is done with B-Spline, while Segmentation process uses the Watershed Algorithm. For Quantification methods a gradient magnitude is applied before conducting a Fourier Transform in order to filter and differ…

srazaaliabidi/Biomedical-Image-Analysis

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CSC621-Earth-Project

Install

pip install SimpleITK
clone https://github.com/WilliamLewww/CSC621-Earth-Project.git

Download version of Fiji from: https://fiji.sc/ Extract Fiji to root of project directory

python tests/HelloWorld.py

Usage

Run registration:

python registration/main.py

Run segmentation:

python segmentation/main.py

Folder Structure

  • data: Contains all the data to be used for registration and segmentation

  • Fiji.app: Fiji application directory

  • registration: Project files for registration

  • segmentation: Project files for segmentation

  • tests: Files to test Fiji and SimpleITK

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Biomedical Imaging and Analysis Project, working with Registration, Segmentation, and Quantification of COVID-19 CT Lung Scans. Registration is done with B-Spline, while Segmentation process uses the Watershed Algorithm. For Quantification methods a gradient magnitude is applied before conducting a Fourier Transform in order to filter and differ…

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