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Detection of Health-Related Events and Behaviours from Wearable Sensor Lifestyle Data Using Symbolic Intelligence: A Proof-of-Concept Application in the Care of Multiple Sclerosis

Thanos G. Stavropoulos, Georgios Meditskos, Ioulietta Lazarou, Lampros Mpaltadoros, Sotirios Papagiannopoulos, Magda Tsolaki, Ioannis Kompatsiaris
2021 Sensors  
More specifically, we present a rule-based approach to detect health related problems from wearable lifestyle sensor data that add clinical value to take informed decisions on follow-up and intervention  ...  A dashboard visualizes both sensor data and detected events to facilitate clinical supervision and decision making.  ...  The framework is applied in the context of the eHealth4MS project, presenting a use case for improving the care of Multiple Sclerosis (MS).  ... 
doi:10.3390/s21186230 pmid:34577437 fatcat:yhl7g5b4u5hkpdnh5gfclvisqy

EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications [article]

Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin
2020 arXiv   pre-print
In this study, we survey the recent literature of EEG signal sensing technologies and computational intelligence approaches in BCI applications, compensated for the gaps in the systematic summary of the  ...  Advances in neuroscience and computer science in the past decades have led to exciting developments in BCI, thereby making BCI a top interdisciplinary research area in computational neuroscience and intelligence  ...  ACKNOWLEDGMENT Credit authors for icons made from  ... 
arXiv:2001.11337v1 fatcat:cmurfjykjja3rdifr7e7cqq3wy

Wiki-Health: From Quantified Self to Self-Understanding

Yang Li, Yike Guo
2016 Future generations computer systems  
The two services demonstrate the feasibility and potential of using the Wiki-Health framework to enable better utilisation and comprehension of the vast amounts of sensor data available from different  ...  Meanwhile, the pervasive use of mobile phones and the rising adoption of sensing devices, enabling people to collect data independently at any time or place is leading to a torrent of sensor data.  ...  The system is able to detected complex events related to the urban traffic using the data collected from different sensors.  ... 
doi:10.1016/j.future.2015.08.008 fatcat:4itceyri6jdxxn27iz4f5k2ueq

Part 1: Special Thematic Sessions

2019 Technology and Disability  
In this way, the framework supports the integration and use of state-of-the-art and future research and development.  ...  Conclusion: Starting from these first results, a mapping phase will be carried out in the pilot study area with the aim of identifying the spatial elements corresponding to the waypoints and critical points  ...  , Lifestyle and Exercise, Faculty of Health, Zuyd University of Applied Sciences, Heerlen, Netherlands Conclusion: The developed framework gives insight into all important concepts from the experiences  ... 
doi:10.3233/tad-190004 fatcat:hfrwmlupvvc4hhs5eor7qnyd4i

Proceedings of the 4th IPLeiria's International Health Congress

2018 BMC Health Services Research  
Methods I used interview excerpts and examples of projects related to healthcare at different universities of applied sciences in the Netherlands and Germany (also known as polytechnics in Portugal) to  ...  Information-seeking behaviors of practitioners in a primary care practice-based research network (PBRN).  ...  It is also part of the MIND&GAIT project Promoting independent living in frail older adults by improving cognition and gait ability and using assistive products, which is a Portuguese project with the  ... 
doi:10.1186/s12913-018-3444-8 fatcat:x4fr2u5utbebfadmobuvpniqxy

Deep Learning in Science [article]

Stefano Bianchini, Moritz Müller, Pierre Pelletier
2020 arXiv   pre-print
We find i) an exponential growth in the adoption of DL as a research tool across all sciences and all over the world, ii) regional differentiation in DL application domains, and iii) a transition from  ...  These search terms allow us to retrieve DL-related publications from Web of Science across all sciences. Based on that sample, we document the DL diffusion process in the scientific system.  ...  Wearable, implantable and ambient sensors, as well as the data they provide, enable continuous monitoring of health and well-being (Marx, 2013; Raghupathi and Raghupathi, 2014) .  ... 
arXiv:2009.01575v2 fatcat:4ttqgjdjfjbydp7flnhcgg5p7m

Affective Brain-Computer Interfaces [chapter]

Rafael Calvo, Sidney D'Mello, Jonathan Gratch, Arvid Kappas, Christian Mühl, Dirk Heylen, Anton Nijholt
2015 The Oxford Handbook of Affective Computing  
The workshop explored the advantages and limitations of using neurophysiological signals as a modality for the automatic recognition of affective and cognitive states, and the possibilities of using this  ...  The topics we have explored in this particular workshop are: * emotion elicitation and data collection for affective BCI * detection of affect and mental state via BCI and other modalities * adaptive interfaces  ...  In this section we focus on the Guide's verbal behaviour, discussing how the Virtual Guide aligns her level of politeness to that of the user, so as to make her appear more socially intelligent.  ... 
doi:10.1093/oxfordhb/9780199942237.013.024 fatcat:oia3yvk7hbf7ta6magl6bzjx6u

Abstracts from HSG 2019

2019 Neurotherapeutics  
The aim of this study was to evaluate the use of a selfreport measure of these subtypes, the Dimensional Apathy Scale (DAS), in people with pre-manifest and manifest HD and their care partners. 72 people  ...  Objective: To enhance our understanding of the HD care experience for patients and families, and identify gaps in care provision in the United States.  ...  Jerk of postural sway from wearable sensors may represent a sensitive measure that relates to chorea intensity and frequency.  ... 
doi:10.1007/s13311-019-00788-3 pmid:31595435 pmcid:PMC6985315 fatcat:z36763kxpfabvnn532hxglmvxe

7th European Conference on Schizophrenia Research: Time for precision medicine?

2019 European Archives of Psychiatry and Clinical Neuroscience  
The supplement was not sponsored by third parties with commercial interests. The costs for publication were fully covered by delegates' payments of registration fees.  ...  clinically useful results and proof of concept studies.  ...  Objective: The main objective was a process evaluation of the SMILE lifestyle intervention, exploring in-depth experiences from patient and health care professional perspectives.  ... 
doi:10.1007/s00406-019-01045-6 fatcat:4tbfk4p4yngqto7uxhrdczle54

Final Program 2016 Mid-Year Meeting International Neuropsychological Society July 6–8, 2016 London, England

2016 Journal of the International Neuropsychological Society  
The Numerical Stroop Task helps detect subtle decline in  ...  our study was to investigate whether a targeted training program would improve understanding of ratio concepts and performance in decision making in patients with multiple sclerosis (MS) and healthy controls  ...  Conclusions: Although we had a limited sample size, this pilot study demonstrates proof-of-concept for emotion recognition remediation using the METT in individuals with HD, opening up a potential new  ... 
doi:10.1017/s1355617716001181 fatcat:7z6k6i6pazcufdcf6qtzphi6bq

Abstracts of the 4th World Congress for NeuroRehabilitation

2006 Neurorehabilitation and Neural Repair  
Results: Our model was developed in early 1960s and our system had been originally adopted from the Western culture because of political reasons, as Hong Kong was a British colony.  ...  Methods: We review the current model of identification and management of Chinese children with DD in Hong Kong, a southern city in China.  ...  ), mood (signs of depression), activities of daily living (ADL), and social/lifestyle activities-in persons with multiple sclerosis (PwMS) at an outpatient specialist clinic. 2) To describe, from the PwMS's  ... 
doi:10.1177/1545968305284198 fatcat:v4iywckx4bdbhiyoxugkmpkbky

Research Summit 2021- Book of Abstracts [article]

Artur Silva, António Teixeira
the goals of the Sustainable Development Agenda of the United Nations for 2030 (SDG 3 -good health and wellbeing; SDG 10 -reduce inequalities; SDG 11sustainable cities and communities), the objectives  ...  Fund (ERDF) in the frame of COMPETE 2020 nº246/AXIS II/2017.  ...  It uses sensor data, together with mathematical models and artificial intelligence techniques, to optimize the schedule of maintenance interventions.  ... 
doi:10.48528/qdpf-e229 fatcat:o6eqjoqg65arljzd4agsarc4uq


Jodie Hanzlik, Kirsten Graham, Howard Liber, Jessica Morse, Maeve O'donnell, Julie Paolucci, Debbie Sheaffer, Ludy Avalos, Cindy Befus, Keturah Benak, Andrew Bondi, Deb Carter (+5 others)
The concept of point-of-care device is emerging to overcome the fact of limited medical expertise and a requirement of laboratory equipment to allow people to track their health status in a weekly or daily  ...  The present contribution presents a proof-of-principle demonstration of an open-path laser absorption sensor.  ...  In our study, a ZIKV immunity electrochemical Paper-based analytical devices (ePADs), inexpensive electrochemical sensor technologies designed for point-of-use applications, has been developed for the  ... 


Anna Lisa, Mangia Supervisor, Prof Cappello, Serenella Coodinator, Salinari, Elisa Ssa, Magosso
Such a result provides the necessary proof of concept for the use of motor imagery as a BCI method and with the future application of real time data analyses may allow for bedside communication with VS  ...  Event-related potential In order to detect such ERPs, averaging techniques are commonly used.  ...  EYES OPEN Table S9: The table shows the p-value, the F-value and the significance of each couple bandelectrode in EC condition in the comparison between B, SS, PSS, AS1, AS2, AS3, AS4, PAS1, PAS2 and  ... 

Book of Abstracts Symposium President Board of Directors Editors

Alberto Leardini, Vincenzo Parenti-Castelli, Ugo Della, Croce, Rita Stagni, Andrea Cutti, Alberto Leardini, Rita Stagni
2012 XII International Symposium on 3D Analysis of Human Movement Technology & Treatment Bologna (Italy)   unpublished
The aim of the present study was to collect longitudinally data from a large group of infants (>20) using inertial sensors over a 6-months period after the onset of independent walking.  ...  Since there is not a commonly accepted way to define or quantify locomotor stability, the collected data will permit also to apply and evaluate the stability indexes proposed in literature, looking for  ...  ACKNOWLEDGMENT This study was funded and supported by the University of Michigan Center for Occupational Health and Safety Engineering, the National Institute for Occupational Safety and Health, and the  ... 
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