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It is a standalone application that can help radiologist in segmenting liver (DICOM image) using a region growing function and contouring to find the area of the segmented liver along with manual segmentation where the radiologist can segment the diseased liver manually along with providing notes for the segmented region.

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cubicle-SK/Software_for_radiologists

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Software_for_radiologists

An application where radiologist can manually segment a Dicom liver image (CT image) by selecting the slide they want to work on. After segmentation they can add notes by either using speech to text feature or by typing and save the notes along with the Dicom image as a jpg for further sharing and comparison. They can also run the automated version where segmentation is done using a region growing function of OpenCV library and contouring to find the area of the segmented liver.

Implementations

  1. Open command prompt
  2. pip install pyinstaller
  3. pyinstaller --onefile FILENAME. (in this case LIVER_GUI.ipynb)
  4. Your .exe file will be in dist folder

You can share it to anyone irrespective of whether that person have Python on their system or not.

First look

first look

Choose slide number

r

Manual segmentation

r

Automated segmentation process

r

Automated segmentation with area

r

Notes

r

r

About

It is a standalone application that can help radiologist in segmenting liver (DICOM image) using a region growing function and contouring to find the area of the segmented liver along with manual segmentation where the radiologist can segment the diseased liver manually along with providing notes for the segmented region.

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