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Tools for Diffusion-weighted imaging (DWI)

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Nie-yingchun/dwilib

 
 

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dwilib

Tools in development to support analysis of Diffusion-weighted imaging (DWI) data, with focus on prostate cancer.

Input data can be provided in DICOM or custom ASCII or MATLAB format.

This software is being developed as part of a research project at University of Turku.

Features

  • Perform model fitting (Monoexponential ADC, Kurtosis, Stretched exponential, Biexponential)
  • Calculate correlation by Gleason scores
  • Calculate and compare diagnostic ROC AUCs
  • Calculate reproducibility measures
  • Plotting schemes
  • Viewer for multi-slice, multi-b-value DWI DICOM files (uses the Matplotlib GUI widget)

Requirements

Todo or In Progress

  • Better documentation
  • Proper pipelining
  • Regression classification
  • Autonomous tumor delineation/ROI placement

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Tools for Diffusion-weighted imaging (DWI)

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