Name
Title | ||
|---|---|---|
A P300 Clustering of Mild Cognitive Impairment Patients Stimulated in an Immersive Virtual Reality Scenario. |
Abstract | ||
|---|---|---|
In this paper, we present an innovative framework useful for clustering patients affected by a mild cognitive impairment and designed to improve the living environment and the lifestyle of patients in order to delay their cognitive state decline. The cognitive state changes are evaluated by means the event - related potentials elicited by environmental stimuli administered in several Virtual Reality scenarios. In particular, we formerly describe our innovative Virtual Reality environment, the protocol of stimuli administration, the procedure to measure the P300 latency in the response signal and finally the Self Organizing Map used to cluster the data. This research finds application in the fields of re-qualification of the environments for patients and healthcare introducing a new method for evaluation of best living conditions through VR. |
Year | Venue | Field |
|---|---|---|
2015 | ICIC | Virtual reality,Computer science,Latency (engineering),Event-related potential,Human–computer interaction,Immersion (virtual reality),Artificial intelligence,Stimulus (physiology),Cluster analysis,Cognition,Multimedia,Cognitive decline,Machine learning |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
5 | 14 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vitoantonio Bevilacqua | 1 | 468 | 66.40 |
| Antonio Brunetti | 2 | 0 | 0.68 |
| Davide de Biase | 3 | 0 | 0.34 |
| Giacomo Tattoli | 4 | 8 | 2.33 |
| Rosario Santoro | 5 | 0 | 0.34 |
| Gianpaolo Francesco Trotta | 6 | 0 | 0.68 |
| Fabio Cassano | 7 | 0 | 2.03 |
| Michele Pantaleo | 8 | 3 | 1.09 |
| G. Mastronardi | 9 | 167 | 26.29 |
| Fabio Ivona | 10 | 0 | 0.68 |
| Marianna Delussi | 11 | 0 | 0.34 |
| Anna Montemurno | 12 | 0 | 0.34 |
| katia ricci | 13 | 11 | 1.49 |
| Marina de Tommaso | 14 | 0 | 0.34 |