Essays about: "Polysomnografi"

Found 2 essays containing the word Polysomnografi.

1. 1. Evaluating machine learning methods for detecting sleep arousal

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

   Author : Anton Ivarsson; Jacob Stachowicz; [2019]
   Keywords : Machine learning; Sleep Arousal; Polysomnography; Automatic Detection; Bachelors Thesis; Big Data; Maskininlärning; Sömnstörningar; Polysomnografi; Automatisk Detektion; Kandidatuppsats; Big Data;

   Abstract : Sleep arousal is a phenomenon that affects the sleep of a large amount of people. The process of predicting and classifying arousal events is done manually with the aid of certified technologists, although some research has been done on automation using Artificial Neural Networks (ANN). READ MORE

3. 2. Automated Rodent Sleep Analysis with Modern Machine Learning Methods

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

   Author : Damien Jones; [2018]
   Keywords : ;

   Abstract : Sleep staging is the use of electrophysiological signals to determine the quality and architecture of sleep in an animal. Currently, to achieve this, researchers manually classify contiguous sections of electroencephalographic and electromyographic signals into defined sleep modes or stages. This is a slow and laborious process. READ MORE