Essays about: "sMRI"
Found 2 essays containing the word sMRI.
-
1. Association between cognitive measures, global brain surface area, genetics, and screen-time in young adolescents : Estimation of causal inference with machine learning
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Abstract : Screen media activity such as watching TV and videos, playing video games, and using social media has become a popular leisure activity for children and adolescents. The effect of screen time has been a highly debated topic; however, there is still very little known about it. READ MORE
-
2. PCA based dimensionality reduction of MRI images for training support vector machine to aid diagnosis of bipolar disorder
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This study aims to investigate how dimensionality reduction of neuroimaging data prior to training support vector machines (SVMs) affects the classification accuracy of bipolar disorder. This study uses principal component analysis (PCA) for dimensionality reduction. READ MORE