Motion analysis is a fundamental methodology for examining upper-limb function. The objective of this study
is to find a kinematic index for objectively evaluating the motor impairment caused by a stroke, during the execution of the Box and Block Test (BBT). We tracked trunk and upper limb motion...
04b Atto di convegno in volume
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Muscle synergy approach has been validated as powerful tool to provide insights into the impaired upper limb movement of stroke survivors. To date, no study has explored muscle synergies and their features in one of the most used clinical tests to assess motor function performance, such as the Box...
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Two of the most impressive features of biological neural networks are their high energy efficiency and their ability to continuously adapt to varying inputs. On the contrary, the amount of power required to train top-performing deep learning models rises as they become more complex. This is the...
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Deep reinforcement learning (DRL) models have shown great promise in various applications, but their practical adoption in critical domains is limited due to their opaque decision-making processes. To address this challenge, explainable AI (XAI) techniques aim to enhance transparency and...
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A widespread adoption of Virtual, Augmented, and Mixed Reality (VR/AR/MR), collectively referred to as Extended Reality (XR), has become a tangible possibility to revolutionize educational and training scenarios by offering immersive, interactive experiences. In this paper we present INTERACT, an...
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International migration forces people into an unfamiliar reality in which their customs and values lose relevance. Moreover, former relationships are left behind, which makes immigrants more likely to experience loneliness. This study focuses particularly on Venezuelan immigrants by incorporating...
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This work presents LEAKSTREAM, a novel approach for detecting leakages in water distribution networks by leveraging the power of clustering and stream processing techniques, combined with advanced machine learning approaches. Given the critical importance of efficient water management and the...
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The optimization and digitalization of Water Distribution Networks (WDNs) are becoming key objectives in our modern society. Indeed, WDNs are typically old, worn and obsolete. These inadequate conditions of the infrastructures lead to significant water loss due to leakages inside pipes, junctions...
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Marine fisheries and aquaculture are fundamental resources in the livelihood and development of many countries. Real-time monitoring of the environmental conditions of marine aquaculture allows targeted interventions to maintain the health of fish species and the marine environment.This work...
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Motion analysis is a fundamental methodology for examining upper-limb function. The objective of this study is to find a kinematic index for objectively evaluating the motor impairment caused by a stroke, during the execution of the Box and Block Test (BBT). We tracked trunk and upper limb motion...