This document explains the creation of a data collection application prototype for wound photos, which will support the automation of the wound care process. It includes the description of a process, created designs and an explanation of the realization of the application. The design and realization …

Background A key factor in successfully preventing falls, is early identification of elderly with a high risk of falling. However, currently there is no easy-to-use pre-screening tool available; current tools are either not discriminative, time-consuming and/or costly. This pilot investigates the feasibility …

Dit onderzoek heeft als doel om Quintor te adviseren op welke wijze machine learning de huidige manier van classificeren bij ToolMax kan verbeteren. Hierbij hoort de volgende onderzoeksvraag “Op welke wijze kan het toepassen van een convolutional neural network de huidige manier van classificeren bij …

Tijdens het onderzoek is een oplossing gezocht waarmee tekst geclassificeerd kan worden. Dit met het doel informatie uit teksten te halen. Hiervoor is gezocht naar een machine learning oplossing binnen het vakgebied van Natural Language Processing (NLP). Deelvraag 1 Voor de eerste deelvraag is deskresearch …

In this short paper, we address the interpretability of hidden layer representations in deep text mining: deep neural networks applied to text mining tasks. Following earlier work predating deep learning methods, we exploit the internal neural network activation (latent) space as a source for performing …

In 2017 Volvo will deliver 100 self-driving cars as part of the Drive Me project. These cars will be able to drive autonomously on the ring road of Gothenburg, without requiring any driver supervision. To realize this vision, the cars need different algorithms to recognize, and be able to react to, different …

Background Exergames are becoming an increasingly popular tool for training balance ability, thereby preventing falls in older adults. Automatic, real time, assessment of the user's balance control offers opportunities in terms of providing targeted feedback and dynamically adjusting the gameplay to …

BACKGROUND: Plantar pressure is widely used to evaluate foot complaints. However, most plantar pressure studies focus on the symptomatic foot with foot deformities. The purposes of this study were to investigate subjects without clear foot deformities and to identify differences in plantar pressure pattern …

Objective. In this study it was investigated whether an artificial neural network can be used to determine the horizontal, fore-aft component of the ground reaction force from insole pressure patterns. Design. An artificial neural network was applied to map insole pressures and ground reaction forces. …