--- a/README.md
+++ b/README.md
@@ -1,20 +1,20 @@
-# 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)
-![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide6.PNG)
-![Test Image 8](https://github.com/fitushar/Quantification-of-Trabeculae-Inside-the-Heart-from-MRI-Using-Fractal-Analysis/blob/master/Images/Slide20.PNG)
+# 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)