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9.0 - MRI brain extraction using a template - Course MRI preprocessing with Python

Veröffentlicht am: 09 März 2023
auf dem Kanal: Angeluz07
2,430
41

In this video we learn how to do brain extraction(skull stripping) of a MRI image using only Python and the MNI-152 template. This is an alternative method to do brain extraction using CNNs, as we presented in the previous video.

Code in Github project: https://github.com/Angeluz-07/MRI-pre...

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9.0 - MRI brain extraction using a template - Course MRI preprocessing with Python

9.0 - MRI brain extraction using a template - Course MRI preprocessing with Python
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8.0 - MRI brain extraction with Python and CNNs - Course MRI preprocessing with Python

8.0 - MRI brain extraction with Python and CNNs - Course MRI preprocessing with Python
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7.0 - MRI image registration of masks - Course MRI preprocessing with Python

7.0 - MRI image registration of masks - Course MRI preprocessing with Python
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6.0 - MRI image registration with ANTsPy - Course MRI preprocessing with Python

6.0 - MRI image registration with ANTsPy - Course MRI preprocessing with Python
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5.0 - Histogram Matching | SimpleITK - Course MRI preprocessing with Python

5.0 - Histogram Matching | SimpleITK - Course MRI preprocessing with Python
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4.0 - MRI Templates and Masks - Course MRI preprocessing with Python

4.0 - MRI Templates and Masks - Course MRI preprocessing with Python
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3.1 - Bias Field visualization | SimpleITK - Course MRI preprocessing with Python

3.1 - Bias Field visualization | SimpleITK - Course MRI preprocessing with Python
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3.0 - Bias Field Correction | SimpleITK - Course MRI preprocessing with Python

3.0 - Bias Field Correction | SimpleITK - Course MRI preprocessing with Python
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2.4 - Denoise, Blurring, Thresholding | SimpleITK - Course MRI preprocessing with Python

2.4 - Denoise, Blurring, Thresholding | SimpleITK - Course MRI preprocessing with Python
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2.3 - Padding | SimpleITK - Course MRI preprocessing with Python

2.3 - Padding | SimpleITK - Course MRI preprocessing with Python
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2.2 - Cropping | SimpleITK - Course MRI preprocessing with Python

2.2 - Cropping | SimpleITK - Course MRI preprocessing with Python
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2.1 - Shrink | SimpleITK - Course MRI preprocessing with Python

2.1 - Shrink | SimpleITK - Course MRI preprocessing with Python
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2.0 - Denoise & morphological operations | ANTsPy - Course MRI preprocessing with Python

2.0 - Denoise & morphological operations | ANTsPy - Course MRI preprocessing with Python
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1.1 - MRI image orientation with SimpleITK - Course MRI preprocessing with Python

1.1 - MRI image orientation with SimpleITK - Course MRI preprocessing with Python
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1.0 - MRI image orientation with ANTsPy - Course MRI preprocessing with Python

1.0 - MRI image orientation with ANTsPy - Course MRI preprocessing with Python
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0.1 - SimpleITK review - Course MRI preprocessing with Python

0.1 - SimpleITK review - Course MRI preprocessing with Python
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0.0 - ANTsPy review - Course MRI preprocessing with Python

0.0 - ANTsPy review - Course MRI preprocessing with Python
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Course MRI preprocessing techniques with Python - Intro

Course MRI preprocessing techniques with Python - Intro