Essays about: "diagnotisering"

Found 2 essays containing the word diagnotisering.

1. 1. A Comparison of Different Machine Learning Models for Cardiovascular Disease Detection

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Aleksander Mitic; Oskar Nehlin; [2019]
   Keywords : ;

   Abstract : Cardiovascular disease (CVD) is the leading cause of death worldwide and the majority of the deaths occur in low to middle income countries. This makes the prevention of CVDs an accute problem to study and much research has been done already. READ MORE

3. 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)

   Author : Beichen Chen; Amy Jinxin Chen; [2019]
   Keywords : Bipolar disorder; diagnosis; computer-aided medical diagnosis; SVM; Support vector machine; PCA; Principal component analysis; dimensionality reduction; feature reduction; neuroimaging; MRI; sMRI; machine learning; classification; psychiatric disorders; mental illness; Bipolär sjukdom; diagnotisering; datorstödd medicinsk diagnotisering; SVM; stödvektormaskin; PCA; principalkomponentanalys; MRI; magnetisk resonanstomografi; MRT; dimensionalitetsreduktion; maskininlärning; dimensionsreduktion; klassificering; psykiska sjukdomar;

   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