Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing Cardiac...

41
NA-MIC National Alliance for Medical Image Computing http://www.na-mic.org Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger, Josh Cates, Rob MacLeod CARMA Center Email: [email protected] NA-MIC Tutorial Contest: Summer 2013 © 2011, All Rights Reserved

Transcript of Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing Cardiac...

Page 1: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

NA-MIC

National Alliance for Medical Image Computing

http://www.na-mic.org

Cardiac MRI Toolkit Slicer

Extension Salma Bengali, Alan Morris, Brian Zenger,

Josh Cates, Rob MacLeod

CARMA Center

Email: [email protected]

NA-MIC Tutorial Contest: Summer 2013

© 2011, All Rights Reserved

Page 2: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Learning Objective

This tutorial demonstrates how to use the

Cardiac MRI Toolkit Slicer extension.

© 2011, All Rights Reserved

Page 3: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

To use this tutorial, you would need to have completed:

Data Loading and Visualization

by Sonia Pujol, Ph.D., Harvard Medical School

Pre-Requisite

© 2012, All Rights Reserved

http://www.slicer.org/slicerWiki/index.php/Documentation/4.0/Training

Page 4: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

This tutorial requires the installation of the

Slicer4.1release and the tutorial dataset. These are

available at the following locations-

Slicer download page: http://www.slicer.org/pages/Downloads/

Tutorial dataset: Cardiac MRI Toolkit Tutorial Data http://www.na-

mic.org/Wiki/index.php/File:Cardiac_MRI_Toolkit_Tutorial_Data.zip

Material

© 2011, All Rights Reserved

Page 5: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Platforms

© 2011, All Rights Reserved

This tutorial was designed for-

10.6.8

Page 6: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

About This Tutorial

This tutorial explains the usage of the Cardiac MRI

Toolkit with a series of screen shots and video

captures

Screen shots will explain how to initialize Slicer

modules for each step

Video captures will show the entire process of

completing a step

Page 7: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Overview

Input

Image

Segment

Endo

Segment

Wall

Remove

PVs

Auto Scar

Detection

Visualization

Page 8: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

1. Get the Extension

The extension can be downloaded using the Extension

Manager, after installing the latest nightly binary of Slicer:

http://download.slicer.org/

The extension can be built manually after downloading

our source code from the CARMA Center GitHub repo:

https://github.com/carma-center/carma_slicer_extension

Page 9: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

2. Load the Sample LGE-

MRI Image

Click the ‘Data’

button

Page 10: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Open the file

browser

Page 11: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the

required image

file

Page 12: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

The viewer will

update and display

the image

Page 13: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Page 14: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

3. Manually Segment the

LA Endocardium

Open the Slicer

Editor tool

Page 15: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the Paint

Effect tool

Page 16: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Paint over the LA

endocardium slice-

by-slice

Radius of the paint

tool can be adjusted

Page 17: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Page 18: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

4. Dilate the Endocardium

Segmentation

Select the Axial

Dilate module from

the extension

Page 19: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Set the Target Mask as

the endocardium

segmentation

Create a new

output image for

the Axial Dilate

result

Run the module

Page 20: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Endocardium

segmentation

Epicardium

(dilated)

segmentation

Page 21: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

5. Subtract the Segmentations

Select the Boolean

Remove Filter

module from the

extension

Page 22: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the required

input and output

volumes (Subtract

endo from epi)

Run the module

Create a new

output image for

the Boolean

Remove result

Result will be the LA

wall segmentation

Page 23: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Subtraction result

(Wall segmentation)

Epicardium

segmentation

Endocardium

segmentation

Page 24: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

6. Remove Pulmonary Veins

from Wall Segmentation

Select the Erase

Effect tool

Open the Slicer

Editor tool

Edit the

segmentation

slice-by-slice

Page 25: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Wall segmentation

without PVs

Wall segmentation

with PVs

Page 26: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

7. Cut Pulmonary Veins from

Endocardium Segmentation

Select the PV

Antrum Cut module

from the extension

Page 27: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the required

input volumes

Run the module

Create a new output

image for the PV

Antrum Cut result

Page 28: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Endocardium

segmentation minus PVs

Endocardium

segmentation with PVs

Page 29: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

8. Create Model of

Endocardium Minus PVs

Select the Slicer

Model Maker module

Page 30: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the required

input volume and

create a new

model hierarchy

Run the module

Page 31: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Page 32: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

9. Run Automatic LA Scar

Detection

Select the Automatic

Left Atrial Scar module

from the extension

Page 33: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Select the required

input volumes

Run the module

Create a new output

image for the PV

Antrum Cut result

Page 34: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Page 35: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

10. Create Scar Model

Select the Slicer

Model Maker module

Page 36: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Run the module

Select the required

input volume and

create a new

model hierarchy

Page 37: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

The scar regions of

the left atrium wall

will be displayed

Page 38: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Page 39: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Conclusion

© 2011, All Rights Reserved

We have demonstrated the use of our Cardiac MRI Toolkit

Slicer extension for the purpose of segmentation and

enhancement quantification.

Page 40: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

National Alliance for Medical Image Computing

NIH U54EB005149

Acknowledgments

© 2011, All Rights Reserved

Page 41: Cardiac MRI Toolkit Slicer Extension...NA-MIC National Alliance for Medical Image Computing  Cardiac MRI Toolkit Slicer Extension Salma Bengali, Alan Morris, Brian Zenger,

National Alliance for Medical Image Computing

http://www.na-mic.org

Thank You!