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Use of Smart Wearable Sensors and AI Methods in Providing P4 Medicine: 2nd Edition

A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Physical Sensors".

Deadline for manuscript submissions: 10 December 2024 | Viewed by 1696

Special Issue Editor


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Guest Editor
Department of Telematic Engineering, Universidad Carlos III de Madrid, 28911 Madrid, Spain
Interests: wearable technologies for health and wellbeing applications; mobile and pervasive computing for assistive living; Internet of Things and assistive technologies; machine learning algorithms for physiological; inertial and location sensors; personal assistants and coaching for health self-management; activity detection and prediction methods
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Special Issue Information

Dear Colleagues,

The implementation of the P4 medicine concept (predictive, preventative, personalized, participatory) requires a complete architecture of interconnected systems. P4 medicine provides a holistic approach focused on the patient and should be able to empower the individual in an interconnected architecture in which data flow and are smartly processed by AI algorithms. Wearable sensors constitute a cornerstone in such an architecture that continuously monitors each patient to provide user-centered data. Artificial intelligence is able to convert sensor data into relevant knowledge and detect personalized patterns able to infer what is best for each patient and when to do something that will work for each person. This Special Issue welcomes contributions that combine artificial intelligent methods to process wearable sensor data in order to improve health and wellbeing, including theoretical and field studies, new methods and tools, or review studies.

Prof. Dr. Mario Munoz-Organero
Guest Editor

Manuscript Submission Information

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Keywords

  • wearable sensors
  • machine learning
  • artificial intelligence
  • P4 medicine
  • health and wellbeing
  • deep learning
  • empowering the patient
  • recommender systems

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Published Papers (1 paper)

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Research

28 pages, 11501 KiB  
Article
Design, Simulation and Functional Testing of a Novel Ankle Exoskeleton with 3DOFs
by Gani Sergazin, Nursultan Zhetenbayev, Gulzhamal Tursunbayeva, Arman Uzbekbayev, Aizada Sarina, Yerkebulan Nurgizat and Arailym Nussibaliyeva
Sensors 2024, 24(19), 6160; https://doi.org/10.3390/s24196160 - 24 Sep 2024
Viewed by 1420
Abstract
This paper presents a study on developing a new exoskeleton for ankle joint rehabilitation with three degrees of freedom (3 DOFs). The primary attention is paid to the process of designing and modelling the device aimed at restoring the lost functions of joint [...] Read more.
This paper presents a study on developing a new exoskeleton for ankle joint rehabilitation with three degrees of freedom (3 DOFs). The primary attention is paid to the process of designing and modelling the device aimed at restoring the lost functions of joint mobility. The authors conducted a complex analysis of the functional requirements of the exoskeleton based on research into the potential user’s needs, which allowed for the development of a conceptual model of the proposed device. In this study, a prototype of the exoskeleton is designed using modern additive technologies. The prototype underwent virtual testing in conditions maximally close to reality, which confirmed its effectiveness and comfort of use. The main results of this study indicate the promising potential of the proposed solution for application in rehabilitation practices, especially for patients with ankle joint injuries and diseases. Full article
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