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# Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis
Left ventricular non-compaction (LVNC) is a rare
cardiomyopathy (CMP) that should be considered as a possible
diagnosis because of its potential complications which are heart
failure, ventricular arrhythmias, and embolic events. For analysis
cardiac functionality, extracting information from the Left
ventricular (LV) is already a broad field of Medical Imaging.
Different algorithms and strategies ranging that is semiautomated or automated has already been developed to get useful
information from such a critical structure of heart. Trabeculae in
the heart undergoes difference changes like solid from spongy. Due
to failure of this process left ventricle non-compaction occurred.
In this project, we will demonstrate the fractal dimension (FD) and
manual segmentation of the Magnetic Resonance Imaging (MRI)
of the heart that quantify amount of trabeculae inside the heart.
The greater the value of fractal dimension inside the heart
indicates the greater complex pattern of the trabeculae in the
heart.
![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide1.PNG?raw=true)
![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide6.PNG?raw=true)
![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide20.PNG?raw=true)

	a/README.md		b/README.md
1	# Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis	1	# Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis
2	Left ventricular non-compaction (LVNC) is a rare	2	Left ventricular non-compaction (LVNC) is a rare
3	cardiomyopathy (CMP) that should be considered as a possible	3	cardiomyopathy (CMP) that should be considered as a possible
4	diagnosis because of its potential complications which are heart	4	diagnosis because of its potential complications which are heart
5	failure, ventricular arrhythmias, and embolic events. For analysis	5	failure, ventricular arrhythmias, and embolic events. For analysis
6	cardiac functionality, extracting information from the Left	6	cardiac functionality, extracting information from the Left
7	ventricular (LV) is already a broad field of Medical Imaging.	7	ventricular (LV) is already a broad field of Medical Imaging.
8	Different algorithms and strategies ranging that is semiautomated or automated has already been developed to get useful	8	Different algorithms and strategies ranging that is semiautomated or automated has already been developed to get useful
9	information from such a critical structure of heart. Trabeculae in	9	information from such a critical structure of heart. Trabeculae in
10	the heart undergoes difference changes like solid from spongy. Due	10	the heart undergoes difference changes like solid from spongy. Due
11	to failure of this process left ventricle non-compaction occurred.	11	to failure of this process left ventricle non-compaction occurred.
12	In this project, we will demonstrate the fractal dimension (FD) and	12	In this project, we will demonstrate the fractal dimension (FD) and
13	manual segmentation of the Magnetic Resonance Imaging (MRI)	13	manual segmentation of the Magnetic Resonance Imaging (MRI)
14	of the heart that quantify amount of trabeculae inside the heart.	14	of the heart that quantify amount of trabeculae inside the heart.
15	The greater the value of fractal dimension inside the heart	15	The greater the value of fractal dimension inside the heart
16	indicates the greater complex pattern of the trabeculae in the	16	indicates the greater complex pattern of the trabeculae in the
17	heart.	17	heart.
18	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide1.PNG)	18	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide1.PNG?raw=true)
19	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide6.PNG)	19	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide6.PNG?raw=true)
20	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide20.PNG)	20	![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide20.PNG?raw=true)