Essays about: "Klassificering för Parkinsons sjukdom"

Found 4 essays containing the words Klassificering för Parkinsons sjukdom.

  1. 1. Classification of healthy and Parkinson’s disease state mice using whisker movements

    University essay from KTH/Datavetenskap

    Author : Philip Tumwa; Sandra Möttus; [2022]
    Keywords : ;

    Abstract : Modelling diseases in mice provides a useful way of studying the disease. The motor symptoms of Parkinson’s disease (PD) can be studied by observing the whisker movements of mice with PD condition. Mice use their whiskers to gather information about their environment and guide their locomotion. READ MORE

  3. 2. Skip connection in a MLP network for Parkinson’s classification

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

    Author : Tim Steinholtz; [2021]
    Keywords : Parkinson’s Disease Classifications; Vocal Features; Multilayer Perceptron; DenseNet; Skip Connections; Highway Connections; Neural networks; Multiple Sound Types; Klassificering för Parkinsons sjukdom; MultiLayer Perceptron; Genvägs kopplingar; Röst attribut; DenseNet; Neurala Nätverk; Flertal Ljudkällor;

    Abstract : In this thesis, two different architecture designs of a Multi-Layer Perceptron network have been implemented. One architecture being an ordinary MLP, and in the other adding DenseNet inspired skip connections to an MLP architecture. READ MORE

  4. 3. Feature Extraction and Classification of Medication-Induced Hyperkinesia During Treatment of Parkinson's Disease

    University essay from Lunds universitet/Matematisk statistik

    Author : Erik Liljeroth; [2020]
    Keywords : Parkinson s disease; neural network; autoencoder; classification; feature extraction; Mathematics and Statistics;

    Abstract : The recent progress in wearable sensor technology, signal processing and machine learning enables novel applications in fields such as automatic disease symptom tracking and classification. In this project, data from an ongoing Parkinson’s disease study at the Lund University Hospital is gathered and analyzed, and classification models of varying complexity for symptom severity are evaluated. READ MORE

  5. 4. Low dimensional representations of neuronal activity in Parkinson’s disease

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

    Author : Gustav Röhss; Míriam Vall; [2020]
    Keywords : ;

    Abstract : This project has been concerned with developing methods for dimensionality reduction and feature extraction of brain activity in the basal ganglia in parkinsonian brains. Dimensionality reduction of local field potential activity was based on feature vectors produced from the discrete Fourier transform of activity. READ MORE