Search Results for author: Andreas Hein

Found 7 papers, 0 papers with code

Detecting impending malnutrition of elderly people in domestic smart home environments

no code implementations31 Mar 2020 Björn Friedrich, Jürgen Bauer, Andreas Hein

Thus, the average time for preparing a meal is a suitable indicator for doctors and nutritionists to examine the patient further, become aware of an impending malnutrition, and intervene at an early stage of malnutrition.

Nutrition

An evolutionary approach to continuously estimate CPR quality parameters from a wrist-worn inertial sensor

no code implementations11 Oct 2019 Christian Lins, Björn Friedrich, Andreas Hein, Sebastian Fudickar

Cardiopulmonary resuscitation (CPR) is one of the most critical emergency interventions for sudden cardiac arrest.

Transportation Mode Classification from Smartphone Sensors via a Long-Short-Term-Memory Network

no code implementations10 Oct 2019 Björn Friedrich, Benjamin Cauchy, Andreas Hein, Sebastian Fudickar

This article introduces the architecture of a Long-Short-Term Memory network for classifying transportation-modes via Smartphone data and evaluates its accuracy.

General Classification

Staying Alive - CPR Quality Parameters from Wrist-worn Inertial Sensor Data with Evolutionary Fitted Sinusoidal Models

no code implementations31 Aug 2018 Christian Lins, Andreas Klausen, Sandra Hellmers, Andreas Hein, Sebastian Fudickar

In this paper, a robust sinusoidal model fitting method based on the Differential Evolution (DE) algorithm for determining cardiopulmonary resuscitation (CPR) quality-parameters - naming chest compression frequency and depth - as measured by an inertial sensor placed at the wrist is presented.

Position

Cardiopulmonary resuscitation quality parameters from motion capture data using Differential Evolution fitting of sinusoids

no code implementations26 Jun 2018 Christian Lins, Daniel Eckhoff, Andreas Klausen, Sandra Hellmers, Andreas Hein, Sebastian Fudickar

Cardiopulmonary resuscitation (CPR) is alongside electrical defibrillation the most crucial countermeasure for sudden cardiac arrest, which affects thousands of individuals every year.

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