2 research outputs found
IBM Cloud Services enhance automatic cognitive assessment via human-robot interaction
Thanks to recent developments in artificial intelligence and social robotics, Hu-man-Robot Interaction (HRI) can be used as a non-invasive screening tool for the assessment of cognitive decline. In this scenario, the robot manages the assess-ment by providing the instructions to the patient, registering his/her answers and objectively calculating the final score. This service can help to save time and reach a wider population. From the technical point of view, a challenge is to achieve a highly reliable speech and visual recognition as required for a valid scor-ing of performance.
In this article, we evaluate a system for cognitive assessment that makes use of the IBM AI Cloud services embodied in one of the most popular platforms for social robotics: the SoftBank Pepper. Results of a pilot study with 16 human par-ticipants shows that IBM Cloud services for speech and visual recognition can improve the system performance in comparison with standard interfaces. Im-portantly, the improvement allows achieving a significant correlation with one of the most used paper-and-pencil tests and, therefore, the study demonstrates the validity of the robotic approach for cognitive assessmen
Assessment of Cognitive skills via Human-robot Interaction and Cloud Computing
Technological advances are increasing the range of applications for artificial intelligence, especially through its
embodiment within humanoid robotics platforms. This promotes the development of novel systems for automated screening of neurological conditions to assist the clinical practitioners in the detection of early signs
of mild cognitive impairments. This article presents the implementation and the experimental validation of
the first robotic system for cognitive assessment, based on one of the most popular platforms for social robotics, Softbank "Pepper", which administers and records a set of multi-modal interactive tasks to engage the
user cognitive abilities. The robot intelligence is programmed using the state-of-the-art IBM Watson AI Cloud
services, which provide the necessary capabilities for improving the social interaction and scoring the tests.
The system has been tested by healthy adults (N = 35) and we found a significant correlation between the
automated scoring and the MoCA, one of the most widely used paper-and-pencil tests. We conclude that the
system can be considered as a screening instrument for cognitive assessment