Essays about: "hyperkinesia"

Found 2 essays containing the word hyperkinesia.

1. 1. Classification of hyperkinesia in Parkinson patients using mobile sensors

   University essay from Lunds universitet/Matematisk statistik

   Author : Gustaf von Grothusen; [2022]
   Keywords : Dyskinesia; hyperkinesia; Parkinson s disease; support vector machine; SVM; SVR; SVC; feature engineering; digital phenotyping; CDRS; smartphone; accelerometer; Mathematics and Statistics;

   Abstract : In this thesis, we explore the possibility to monitoring hyperkinesia in people who suffer from Parkinson's disease (PD) using sensors in mobile phones. This is done by first collecting data from 25 patients diagnosed with PD by using a sensor-recording smartphone in a bag attached to the stomach, and at the same time let trained professionals make assessments of the degree of which they show signs of hyperkinesia, on the clinical dyskinesia rating scale, CDRS. READ MORE

3. 2. 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