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de Vos JH, Schruers KRJ, Debard G, Bonroy B, Linden DEJ, Leibold NK. The role of the peripheral and central adrenergic system in the construction of the subjective emotional experience of panic. Psychopharmacology (Berl) 2024; 241:627-635. [PMID: 38363344 PMCID: PMC10884065 DOI: 10.1007/s00213-024-06548-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 01/29/2024] [Indexed: 02/17/2024]
Abstract
RATIONALE Although the study of emotions can look back to over 100 years of research, it is unclear which information the brain uses to construct the subjective experience of an emotion. OBJECTIVE In the current study, we assess the role of the peripheral and central adrenergic system in this respect. METHODS Healthy volunteers underwent a double inhalation of 35% CO2, which is a well-validated procedure to induce an intense emotion, namely panic. In a randomized, cross-over design, 34 participants received either a β1-blocker acting selectively in the peripheral nervous system (atenolol), a β1-blocker acting in the peripheral and central nervous system (metoprolol), or a placebo before the CO2 inhalation. RESULTS Heart rate and systolic blood pressure were reduced in both β-blocker conditions compared to placebo, showing effective inhibition of the adrenergic tone. Nevertheless, the subjective experience of the induced panic was the same in all conditions, as measured by self-reported fear, discomfort, and panic symptom ratings. CONCLUSIONS These results indicate that information from the peripheral and central adrenergic system does not play a major role in the construction of the subjective emotion.
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Affiliation(s)
- Jette H de Vos
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, P.O. Box 616 (VIJV-SN2), 6200 MD, Maastricht, The Netherlands
| | - Koen R J Schruers
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, P.O. Box 616 (VIJV-SN2), 6200 MD, Maastricht, The Netherlands
- Department of Health Psychology, University of Leuven, Leuven, Belgium
- Mondriaan Mental Health Center, Maastricht, The Netherlands
| | - Glen Debard
- Mobilab & Care, Thomas More Kempen, Geel, Belgium
| | - Bert Bonroy
- Mobilab & Care, Thomas More Kempen, Geel, Belgium
| | - David E J Linden
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, P.O. Box 616 (VIJV-SN2), 6200 MD, Maastricht, The Netherlands
| | - Nicole K Leibold
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, P.O. Box 616 (VIJV-SN2), 6200 MD, Maastricht, The Netherlands.
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Daems J, Delien T, Bonroy B, Pitteljon H, Aristidou X, Efstathiadou M, Mavrou K, Gherardini A, Valoti I, Blagojevska G, Lazarev K, Todorovska D. The Design and Implementation of Technology-Based Inclusive Classroom Activities in Inclusive Early Childhood Education and Care: A Pilot Study in Four European Countries. Stud Health Technol Inform 2023; 306:535-542. [PMID: 37638959 DOI: 10.3233/shti230674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Access to inclusive and qualitative education on an equal basis is a clear right of every child, even from the very beginning in Early Childhood Education and Care (ECEC). However, inclusive education is often not possible without access to appropriate (assistive) technologies. Notwithstanding the opportunities of technology to enhance inclusion of all children, it is still limitedly integrated by educators and teachers into their curriculum. Therefore, the SKATE project aims in gearing innovative technology as resource for inclusive education. This study describes and evaluates the preparation, the design, the implementation, and the effects of technology-based classroom activities in inclusive ECEC. The classroom activities are developed and implemented by school teams of 14 preschools spread over four European (EU) countries. A total of 50 school team members participated in a SKATE Learning Programme. This resulted in more than 20 technology-based inclusive class activities, created by school teams together with technology experts. Across the four countries, approximately 330 pre-schoolers, with and without special educational needs (SEN), participated. At this moment, 13 school team members from four EU countries and 45 parents from two EU countries evaluated the technology-based inclusive classroom activities. Nearly all teachers agreed that the activity promoted the inclusion of all children. Teachers reported that most of the children enjoyed the activity. This was confirmed in the evaluation by the parents. Most parents had the impression that the activity was meaningful, joyful and inclusive for all children.
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Affiliation(s)
- Jo Daems
- Thomas More University of Applied Sciences, Belgium
| | - Tessa Delien
- Thomas More University of Applied Sciences, Belgium
| | - Bert Bonroy
- Thomas More University of Applied Sciences, Belgium
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Van Assche E, Bonroy B, Mertens M, Van den Broeck L, Desie K, Bolinski F, Amarti K, Kleiboer A, Riper H, Van Daele T. E-mental health implementation in inpatient care: Exploring its potential and future challenges. Front Digit Health 2022; 4:1027864. [PMID: 36588747 PMCID: PMC9795214 DOI: 10.3389/fdgth.2022.1027864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 11/22/2022] [Indexed: 12/15/2022] Open
Abstract
Background There is a great evidence base today for the effectiveness of e-mental health, or the use of technology in mental healthcare. However, large-scale implementation in mental healthcare organisations is lacking, especially in inpatient specialized mental healthcare settings. Aim The current study aimed to gain insights into the factors that promote or hinder the implementation of e-mental health applications on organisational, professional and patient levels in Belgium. Methods Four Belgian psychiatric hospitals and psychiatric departments of general hospitals invited their professionals and patients to use Moodbuster, which is a modular web-based platform with a connected smartphone application for monitoring. The platform was used in addition to treatment as usual for three to four months. The professionals and patients completed pre- and post-implementation questionnaires on their reasons to participate or to decline participation and experiences with the Moodbuster platform. Results Main reasons for the organisations to participate in the implementation study were a general interest in e-mental health and seeing it is a helpful add-on to regular treatment. The actual use of Moodbuster by professionals and patients proved to be challenging with only 10 professionals and 24 patients participating. Implementation was hindered by technical difficulties and inpatient care specific factors such as lack of structural facilities to use e-mental health and patient-specific factors. Professionals saw value in using e-mental health applications for bridging the transition from inpatient to outpatient care. Twenty-two professionals and 31 patients completed the questionnaire on reasons not to participate. For the patients, lack of motivation because of too severe depressive symptoms was the most important reason not to participate. For professionals, it was lack of time and high workload. Conclusions The current implementation study reveals several important barriers to overcome in order to successfully implement e-mental health in inpatient psychiatric care.
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Affiliation(s)
- Eva Van Assche
- Thomas More University of Applied Sciences, Antwerp, Belgium,Correspondence: Eva Van Assche
| | - Bert Bonroy
- Thomas More University of Applied Sciences, Geel, Belgium
| | - Marc Mertens
- Thomas More University of Applied Sciences, Geel, Belgium
| | | | | | - Felix Bolinski
- Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Khadicha Amarti
- Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Annet Kleiboer
- Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Heleen Riper
- Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands,Department of Psychiatry, Amsterdam University Medical Centre (VUmc), Amsterdam, Netherlands,Faculty of Medicine, University of Turku, Turku, Finland
| | - Tom Van Daele
- Thomas More University of Applied Sciences, Antwerp, Belgium
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Bernaerts S, Bonroy B, Daems J, Sels R, Struyf D, Gies I, van de Veerdonk W. Virtual Reality for Distraction and Relaxation in a Pediatric Hospital Setting: An Interventional Study With a Mixed-Methods Design. Front Digit Health 2022; 4:866119. [PMID: 35712230 PMCID: PMC9192964 DOI: 10.3389/fdgth.2022.866119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 05/06/2022] [Indexed: 12/13/2022] Open
Abstract
Accumulating evidence supports the use of virtual reality (VR) as an effective pain and anxiety management tool for pediatric patients during specific medical procedures in dedicated patient groups. However, VR is still not widely adopted in everyday clinical practice. Feasibility and acceptability measures of clinicians' experiences are often missing in studies, thereby omitting an important stakeholder in VR use in a clinical setting. Therefore, the aim of this mixed-methods study was to investigate the feasibility, acceptability, tolerability (primary outcomes), and preliminary effectiveness (secondary outcome) of Relaxation-VR in both pediatric patients aged 4–16 years and clinicians. Relaxation-VR is a VR application prototype aimed to provide distraction and relaxation for a variety of patient populations and procedures and is used to reduce anxiety, stress (tension) and pain for children in hospital. Multiple measures of acceptability, feasibility and tolerability, and pre-to-post changes in measures of pain, anxiety, stress and happiness were assessed in pediatric patients. At the end of the study, acceptability and feasibility of VR use was assessed in clinicians. Results indicate that VR use (in particular, the Relaxation-VR prototype) for both distraction and relaxation is acceptable, feasible and tolerable for a variety of pediatric patients aged 4–16 years, as assessed in both patients and clinicians, and can reduce anxiety, pain and tension (stress), and increase happiness in a hospital setting.
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Affiliation(s)
- Sylvie Bernaerts
- Expertise Unit Psychology, Technology and Society, Thomas More University of Applied Sciences, Antwerp, Belgium
- *Correspondence: Sylvie Bernaerts
| | - Bert Bonroy
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Jo Daems
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Romy Sels
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Dieter Struyf
- Creative and Innovative Business, Thomas More University of Applied Sciences, Mechelen, Belgium
| | - Inge Gies
- Department of Pediatrics, Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
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Bernaerts S, De Witte NAJ, Van der Auwera V, Bonroy B, Muraru L, Bamidis P, Frantzidis C, Kourtidou-Papadeli C, Azevedo N, Garatea J, Muñoz I, Almeida R, Losada R, Fung J, Kehayia E, Lamontagne A, de Guise E, Duclos C, Higgins J, Nadeau S, Beaudry L, Konstantinidis E. Rehabilitation supported by technology: Protocol for an international co-creation and user experience study (Preprint). JMIR Res Protoc 2021; 11:e34537. [PMID: 35266874 PMCID: PMC8949709 DOI: 10.2196/34537] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 12/24/2022] Open
Abstract
Background Living labs in the health and well-being domain have become increasingly common over the past decade but vary in available infrastructure, implemented study designs, and outcome measures. The Horizon 2020 Project Virtual Health and Wellbeing Living Lab Infrastructure aims to harmonize living lab procedures and open living lab infrastructures to facilitate and promote research activities in the health and well-being domain in Europe and beyond. This protocol will describe the design of a joint research activity, focusing on the use of innovative technology for both rehabilitation interventions and data collection in a rehabilitation context. Objective With this joint research activity, this study primarily aims to gain insight into each living lab’s infrastructure and procedures to harmonize health and well-being living lab procedures and infrastructures in Europe and beyond, particularly in the context of rehabilitation. Secondarily, this study aims to investigate the potential of innovative technologies for rehabilitation through living lab methodologies. Methods This study has a mixed methods design comprising multiple phases. There are two main phases of data collection: cocreation (phase 1) and small-scale pilot studies (phase 2), which are preceded by a preliminary harmonization of procedures among the different international living labs. An intermediate phase further allows the implementation of minor adjustments to the intervention or protocol depending on the input that was obtained in the cocreation phase. A total of 6 small-scale pilot studies using innovative technologies for intervention or data collection will be performed across 4 countries. The target study sample comprises patients with stroke and older adults with mild cognitive impairment. The third and final phases involve Delphi procedures to reach a consensus on harmonized procedures and protocols. Results Phase 1 data collection will begin in March 2022, and phase 2 data collection will begin in June 2022. Results will include the output of the cocreation sessions, small-scale pilot studies, and advice on harmonizing procedures and protocols for health and well-being living labs focusing on rehabilitation. Conclusions The knowledge gained by the execution of this research will lead to harmonized procedures and protocols in a rehabilitation context for health and well-being living labs in Europe and beyond. In addition to the harmonized procedures and protocols in rehabilitation, we will also be able to provide new insights for improving the implementation of innovative technologies in rehabilitation. International Registered Report Identifier (IRRID) PRR1-10.2196/34537
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Affiliation(s)
- Sylvie Bernaerts
- LiCalab, Thomas More University of Applied Sciences, Geel, Belgium
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Antwerpen, Belgium
| | - Nele A J De Witte
- LiCalab, Thomas More University of Applied Sciences, Geel, Belgium
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Antwerpen, Belgium
| | | | - Bert Bonroy
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Luiza Muraru
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Panagiotis Bamidis
- Medical Physics and Digital Innovation Laboratory, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Christos Frantzidis
- Medical Physics and Digital Innovation Laboratory, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Chrysoula Kourtidou-Papadeli
- Medical Physics and Digital Innovation Laboratory, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Greek Aerospace Medical Association and Space Research, Thessaloniki, Greece
| | - Nancy Azevedo
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
| | - Jokin Garatea
- GAIA, Asociación de Industrias de Conocimiento y Tecnologías Aplicadas, San Sebastian, Spain
| | - Idoia Muñoz
- GAIA, Asociación de Industrias de Conocimiento y Tecnologías Aplicadas, San Sebastian, Spain
| | - Rosa Almeida
- Fundación INTRAS, Research, Development and Innovation Department, Valladolid, Spain
| | - Raquel Losada
- Fundación INTRAS, Research, Development and Innovation Department, Valladolid, Spain
| | - Joyce Fung
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Eva Kehayia
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Anouk Lamontagne
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Elaine de Guise
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- Université de Montreal, Montreal, QC, Canada
| | - Cyril Duclos
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- Université de Montreal, Montreal, QC, Canada
| | - Johanne Higgins
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- Université de Montreal, Montreal, QC, Canada
| | - Sylvie Nadeau
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- Université de Montreal, Montreal, QC, Canada
| | - Lucie Beaudry
- Centre de recherche interdisciplinaire en réadaptation du Montréal métropolitain, Institut Universitaire sur la réadaptation en déficience physique de Montréal, Montreal, QC, Canada
- Dance Department, Université du Québec à Montréal, Montreal, QC, Canada
| | - Evdokimos Konstantinidis
- Medical Physics and Digital Innovation Laboratory, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
- European Network of Living Labs, Brussels, Belgium
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Gaebel W, Lukies R, Kerst A, Stricker J, Zielasek J, Diekmann S, Trost N, Gouzoulis-Mayfrank E, Bonroy B, Cullen K, Desie K, Ewalds Mulliez AP, Gerlinger G, Günther K, Hiemstra HJ, McDaid S, Murphy C, Sander J, Sebbane D, Roelandt JL, Thorpe L, Topolska D, Van Assche E, Van Daele T, Van den Broeck L, Versluis C, Vlijter O. Upscaling e-mental health in Europe: a six-country qualitative analysis and policy recommendations from the eMEN project. Eur Arch Psychiatry Clin Neurosci 2021; 271:1005-1016. [PMID: 32393997 DOI: 10.1007/s00406-020-01133-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 04/27/2020] [Indexed: 11/30/2022]
Abstract
E-mental health (eMH) encompasses the use of digital technologies to deliver, support, or enhance mental health services. Despite the growing evidence for the effectiveness of eMH interventions, the process of implementation of eMH solutions in healthcare remains slow throughout Europe. To address this issue, the e-Mental Health Innovation and Transnational Implementation Platform North-West Europe (eMEN) project was initiated to increase the dissemination and quality of eMH services in Europe. In this project, status analyses regarding eMH in the six participating countries (i.e., Belgium, France, Germany, Ireland, The Netherlands, and the UK) were conducted and eight recommendations for eMH were developed. Expert teams from the six participating countries conducted status analyses regarding the uptake of eMH based on a narrative literature review and stakeholder interviews. Based on these status analyses, the eMEN consortium developed eight policy recommendations to further support the implementation of eMH in Europe. The status analyses showed that the participating countries are in different stages of implementing eMH into mental healthcare. Some barriers to implementing eMH were common among countries (e.g., a limited legal and regulatory framework), while others were country-specific (e.g., fragmented, federal policies). The policy recommendations included fostering awareness, creating strong political commitment, and setting reliable standards related to ethics and data security. The eMEN project has provided the initial recommendations to guide political and regulatory processes regarding eMH. Further research is needed to establish well-tailored implementation strategies and to assess the generalizability of the recommendations beyond the countries involved in the eMEN project.
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Affiliation(s)
- Wolfgang Gaebel
- Department of Psychiatry, Medical Faculty, LVR-Klinikum Düsseldorf, Heinrich-Heine-University, Bergische Landstr. 2, 40629, Düsseldorf, Germany. .,WHO Collaborating Centre for Quality Assurance and Empowerment in Mental Health, Düsseldorf, Germany. .,LVR-Institute for Healthcare Research, Cologne, Germany.
| | - R Lukies
- LVR-Institute for Healthcare Research, Cologne, Germany
| | - A Kerst
- Department of Psychiatry, Medical Faculty, LVR-Klinikum Düsseldorf, Heinrich-Heine-University, Bergische Landstr. 2, 40629, Düsseldorf, Germany.,WHO Collaborating Centre for Quality Assurance and Empowerment in Mental Health, Düsseldorf, Germany
| | - J Stricker
- Department of Psychiatry, Medical Faculty, LVR-Klinikum Düsseldorf, Heinrich-Heine-University, Bergische Landstr. 2, 40629, Düsseldorf, Germany.,WHO Collaborating Centre for Quality Assurance and Empowerment in Mental Health, Düsseldorf, Germany
| | - J Zielasek
- LVR-Institute for Healthcare Research, Cologne, Germany
| | - S Diekmann
- LVR-Institute for Healthcare Research, Cologne, Germany
| | - N Trost
- LVR-Institute for Healthcare Research, Cologne, Germany
| | | | - B Bonroy
- Thomas More University of Applied Sciences, Geel, Belgium
| | - K Cullen
- Mental Health Reform, Dublin, Ireland
| | - K Desie
- Pulso Europe, Leuven, Belgium
| | - A P Ewalds Mulliez
- WHO Collaborating Centre for Research and Training in Mental Health-EPSM Lille-Métropole, Lille, France
| | - G Gerlinger
- German Association for Psychiatry, Psychotherapy and Psychosomatics e.V. (DGPPN), Berlin, Germany
| | - K Günther
- German Association for Psychiatry, Psychotherapy and Psychosomatics e.V. (DGPPN), Berlin, Germany
| | - H J Hiemstra
- Inserm, Clinical Epidemiology and Economic Evaluation Applied to Vulnerable Populations (ECEVE), Paris Diderot University, Paris, France
| | - S McDaid
- Mental Health Reform, Dublin, Ireland
| | - C Murphy
- Mental Health Foundation, London, UK
| | - J Sander
- German Association for Psychiatry, Psychotherapy and Psychosomatics e.V. (DGPPN), Berlin, Germany
| | - D Sebbane
- WHO Collaborating Centre for Research and Training in Mental Health-EPSM Lille-Métropole, Lille, France.,Inserm, Clinical Epidemiology and Economic Evaluation Applied to Vulnerable Populations (ECEVE), Paris Diderot University, Paris, France
| | - J L Roelandt
- WHO Collaborating Centre for Research and Training in Mental Health-EPSM Lille-Métropole, Lille, France.,Inserm, Clinical Epidemiology and Economic Evaluation Applied to Vulnerable Populations (ECEVE), Paris Diderot University, Paris, France
| | - L Thorpe
- Mental Health Foundation, London, UK
| | | | - E Van Assche
- Thomas More University of Applied Sciences, Geel, Belgium
| | - T Van Daele
- Thomas More University of Applied Sciences, Geel, Belgium
| | | | | | - O Vlijter
- Stichting Arq, Diemen, The Netherlands
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Bolinski F, Etzelmüller A, De Witte NAJ, van Beurden C, Debard G, Bonroy B, Cuijpers P, Riper H, Kleiboer A. Physiological and self-reported arousal in virtual reality versus face-to-face emotional activation and cognitive restructuring in university students: A crossover experimental study using wearable monitoring. Behav Res Ther 2021; 142:103877. [PMID: 34029860 DOI: 10.1016/j.brat.2021.103877] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 04/16/2021] [Accepted: 04/26/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Arousal may be important for learning to restructure ones' negative cognitions, a core technique in depression treatment. In virtual reality (VR), situations may be experienced more vividly than, e.g., in an imaginative approach, potentially aiding the emotional activation of negative cognitions. However, it is unclear whether such activation and subsequent cognitive restructuring in VR elicits more physiological, e.g. changes in skin conductance (SC), heart rate (HR), and self-reported arousal. METHOD In a cross-over experiment, 41 healthy students experienced two sets, one in VR, one face-to-face (F2F), of three situations aimed at activating negative cognitions. Order of the sets and mode of delivery were randomised. A wristband wearable monitored SC and HR; self-reported arousal was registered verbally. RESULTS Repeated measures analyses of variance revealed significantly more SC peaks per minute, F (1, 40) = 13.89, p = .001, higher mean SC, F (1,40) = 7.47, p = .001, and higher mean HR, F (1, 40) = 75.84, p < .001 in VR compared to F2F. No differences emerged on the paired-samples t-test for self-reported arousal, t (40) = -1.35, p = .18. DISCUSSION To the best of our knowledge, this is the first study indicating that emotional activation and subsequent cognitive restructuring in VR can lead to significantly more physiological arousal compared to an imaginative approach. These findings need to be replicated before they can be extended to patient populations.
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Affiliation(s)
- Felix Bolinski
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands.
| | - Anne Etzelmüller
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands; GET.ON Institute/HelloBetter, Hamburg, Germany
| | - Nele A J De Witte
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Antwerp, Belgium
| | - Cecile van Beurden
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands
| | - Glen Debard
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Bert Bonroy
- Mobilab & Care, Thomas More University of Applied Sciences, Geel, Belgium
| | - Pim Cuijpers
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Heleen Riper
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Annet Kleiboer
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Section of Clinical Psychology, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
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8
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Van de Vel A, Cuppens K, Bonroy B, Milosevic M, Jansen K, Van Huffel S, Vanrumste B, Cras P, Lagae L, Ceulemans B. Non-EEG seizure detection systems and potential SUDEP prevention: State of the art: Review and update. Seizure 2016; 41:141-53. [PMID: 27567266 DOI: 10.1016/j.seizure.2016.07.012] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 07/18/2016] [Accepted: 07/20/2016] [Indexed: 11/18/2022] Open
Abstract
PURPOSE Detection of, and alarming for epileptic seizures is increasingly demanded and researched. Our previous review article provided an overview of non-invasive, non-EEG (electro-encephalography) body signals that can be measured, along with corresponding methods, state of the art research, and commercially available systems. Three years later, many more studies and devices have emerged. Moreover, the boom of smart phones and tablets created a new market for seizure detection applications. METHOD We performed a thorough literature review and had contact with manufacturers of commercially available devices. RESULTS This review article gives an updated overview of body signals and methods for seizure detection, international research and (commercially) available systems and applications. Reported results of non-EEG based detection devices vary between 2.2% and 100% sensitivity and between 0 and 3.23 false detections per hour compared to the gold standard video-EEG, for seizures ranging from generalized to convulsive or non-convulsive focal seizures with or without loss of consciousness. It is particularly interesting to include monitoring of autonomic dysfunction, as this may be an important pathophysiological mechanism of SUDEP (sudden unexpected death in epilepsy), and of movement, as many seizures have a motor component. CONCLUSION Comparison of research results is difficult as studies focus on different seizure types, timing (night versus day) and patients (adult versus pediatric patients). Nevertheless, we are convinced that the most effective seizure detection systems are multimodal, combining for example detection methods for movement and heart rate, and that devices should especially take into account the user's seizure types and personal preferences.
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Affiliation(s)
- Anouk Van de Vel
- Dept. of Neurology-Pediatric Neurology, Antwerp University Hospital-University of Antwerp, Wilrijkstraat 10, B-2650 Edegem, Belgium.
| | - Kris Cuppens
- Mobilab, Thomas More Kempen, Kleinhoefstraat 4, B-2440 Geel, Belgium.
| | - Bert Bonroy
- Mobilab, Thomas More Kempen, Kleinhoefstraat 4, B-2440 Geel, Belgium.
| | - Milica Milosevic
- KU Leuven, Dept. of Electrical Engineering-ESAT, STADIUS, Kasteelpark Arenberg 10 Postbus 2446, B-3001 Leuven, Belgium; iMinds Medical Information Technologies, Leuven, Belgium.
| | - Katrien Jansen
- Dept. of Pediatric Neurology, University Hospitals Leuven-Campus Gasthuisberg, Herestraat 49, B-3000 Leuven, Belgium.
| | - Sabine Van Huffel
- KU Leuven, Dept. of Electrical Engineering-ESAT, STADIUS, Kasteelpark Arenberg 10 Postbus 2446, B-3001 Leuven, Belgium; iMinds Medical Information Technologies, Leuven, Belgium.
| | - Bart Vanrumste
- KU Leuven, Dept. of Electrical Engineering-ESAT, STADIUS, Kasteelpark Arenberg 10 Postbus 2446, B-3001 Leuven, Belgium; iMinds Medical Information Technologies, Leuven, Belgium.
| | - Patrick Cras
- Dept. of Neurology, Antwerp University Hospital-University of Antwerp, Wilrijkstraat 10, B-2650 Edegem, Belgium.
| | - Lieven Lagae
- Dept. of Pediatric Neurology, University Hospitals Leuven-Campus Gasthuisberg, Herestraat 49, B-3000 Leuven, Belgium; Rehabilitation Centre for Children and Youth Pulderbos, Reebergenlaan 4, B-2242 Zandhoven, Belgium.
| | - Berten Ceulemans
- Dept. of Neurology-Pediatric Neurology, Antwerp University Hospital-University of Antwerp, Wilrijkstraat 10, B-2650 Edegem, Belgium; Rehabilitation Centre for Children and Youth Pulderbos, Reebergenlaan 4, B-2242 Zandhoven, Belgium.
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Milosevic M, Van de Vel A, Bonroy B, Ceulemans B, Lagae L, Vanrumste B, Huffel SV. Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. IEEE J Biomed Health Inform 2015; 20:1333-1341. [PMID: 26241981 DOI: 10.1109/jbhi.2015.2462079] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Epileptic seizure detection is traditionally done using video/electroencephalography monitoring, which is not applicable for long-term home monitoring. In recent years, attempts have been made to detect the seizures using other modalities. In this study, we investigated the application of four accelerometers (ACM) attached to the limbs and surface electromyography (sEMG) electrodes attached to upper arms for the detection of tonic-clonic seizures. sEMG can identify the tension during the tonic phase of tonic-clonic seizure, while ACM is able to detect rhythmic patterns of the clonic phase of tonic-clonic seizures. Machine learning techniques, including feature selection and least-squares support vector machine classification, were employed for detection of tonic-clonic seizures from ACM and sEMG signals. In addition, the outputs of ACM and sEMG-based classifiers were combined using a late integration approach. The algorithms were evaluated on 1998.3 h of data recorded nocturnally in 56 patients of which seven had 22 tonic-clonic seizures. A multimodal approach resulted in a more robust detection of short and nonstereotypical seizures (91%), while the number of false alarms increased significantly compared with the use of single sEMG modality (0.28-0.5/12h). This study also showed that the choice of the recording system should be made depending on the prevailing pediatric patient-specific seizure characteristics and nonepileptic behavior.
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Affiliation(s)
- Milica Milosevic
- Department of Electrical Engineering (ESAT), STADIUS, KU Leuven and iMinds IT Department, Leuven, Belgium
| | - Anouk Van de Vel
- Department of Neurology-Paediatric Neurology, University Hospital University of Antwerp, Wilrijk, Belgium
| | | | - Berten Ceulemans
- Rehabilitation Center for Children and Youth Pulderbos, Pulderbos, Belgium
| | - Lieven Lagae
- Department of Child Neurology, University Hospital KU Leuven, Leuven, Belgium
| | - Bart Vanrumste
- Department of Electrical Engineering (ESAT), Advanced Integrated Sensing (AdvISe), KU Leuven, Geel, Belgium
| | - Sabine Van Huffel
- Department of Electrical Engineering (ESAT), STADIUS, KU Leuven and iMinds IT Department, Leuven, Belgium
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Cuppens K, Karsmakers P, Van de Vel A, Bonroy B, Milosevic M, Luca S, Croonenborghs T, Ceulemans B, Lagae L, Van Huffel S, Vanrumste B. Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection. IEEE J Biomed Health Inform 2013; 18:1026-33. [PMID: 24122607 DOI: 10.1109/jbhi.2013.2285015] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Nocturnal home monitoring of epileptic children is often not feasible due to the cumbersome manner of seizure monitoring with the standard method of video/EEG-monitoring. We propose a method for hypermotor seizure detection based on accelerometers attached to the extremities. From the acceleration signals, multiple temporal, frequency, and wavelet-based features are extracted. After determining the features with the highest discriminative power, we classify movement events in epileptic and nonepileptic movements. This classification is only based on a nonparametric estimate of the probability density function of normal movements. Such approach allows us to build patient-specific models to classify movement data without the need for seizure data that are rarely available. If, in the test phase, the probability of a data point (event) is lower than a threshold, this event is considered to be an epileptic seizure; otherwise, it is considered as a normal nocturnal movement event. The mean performance over seven patients gives a sensitivity of 95.24% and a positive predictive value of 60.04%. However, there is a noticeable interpatient difference.
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Van de Vel A, Cuppens K, Bonroy B, Milosevic M, Jansen K, Van Huffel S, Vanrumste B, Lagae L, Ceulemans B. Non-EEG seizure-detection systems and potential SUDEP prevention: State of the art. Seizure 2013; 22:345-55. [DOI: 10.1016/j.seizure.2013.02.012] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2012] [Revised: 02/14/2013] [Accepted: 02/16/2013] [Indexed: 01/21/2023] Open
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Van de Vel A, Cuppens K, Bonroy B, Milosevic M, Van Huffel S, Vanrumste B, Lagae L, Ceulemans B. Long-term home monitoring of hypermotor seizures by patient-worn accelerometers. Epilepsy Behav 2013; 26:118-25. [PMID: 23219410 DOI: 10.1016/j.yebeh.2012.10.006] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 10/12/2012] [Accepted: 10/15/2012] [Indexed: 11/17/2022]
Abstract
Long-term home monitoring of epileptic seizures is not feasible with the gold standard of video/electro-encephalography (EEG) monitoring. The authors developed a system and algorithm for nocturnal hypermotor seizure detection in pediatric patients based on an accelerometer (ACM) attached to extremities. Seizure detection is done using normal movement data, meaning that the system can be installed in a new patient's room immediately as prior knowledge on the patient's seizures is not needed for the patient-specific model. In this study, the authors compared video/EEG-based seizure detection with ACM data in seven patients and found a sensitivity of 95.71% and a positive predictive value of 57.84%. The authors focused on hypermotor seizures given the availability of this seizure type in the data, the typical occurrence of these seizures during sleep, i.e., when the measurements were done, and the importance of detection of hypermotor seizures given their often refractory nature and the possible serious consequences. To our knowledge, it is the first detection system focusing on this type of seizure in pediatric patients.
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Affiliation(s)
- Anouk Van de Vel
- Dept. of Pediatric Neurology, Antwerp University Hospital, University of Antwerp, Belgium.
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Devriendt E, Mertens M, Debard G, Bonroy B, Goedemé T, Ramon V, Drugmand P, Croonenborghs T, Vanrumste B, Tournoy J, Milisen K. Automatic monitoring of activities of daily living using contactless sensors (AMACS). Eur Geriatr Med 2012. [DOI: 10.1016/j.eurger.2012.07.132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Schiepers P, Bonroy B, Leysens G, Miljkovic D, De Maesschalck L, Quanten S, Vanrumste B, Berckmans D. On-site electronic observational assessment tool for discomfort and pain. Comput Methods Programs Biomed 2010; 99:34-42. [PMID: 20079552 DOI: 10.1016/j.cmpb.2009.10.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2008] [Revised: 10/20/2009] [Accepted: 10/20/2009] [Indexed: 05/28/2023]
Abstract
Over the recent years pen-paper observational assessment scales have proven to be useful to monitor behaviour and responses of humans and animals. Observational assessment tools are typically applied for subjects who are not able to communicate directly. For on-site observational assessment however it is hard to record and evaluate timing patterns of observed events using pen-paper scales. Although timing information is in many cases assumed highly valuable, only (videotaped) laboratory scales are able to benefit from this knowledge. In the work described in this paper we digitize pen-paper assessment scales resulting in new functionalities capable to improve assessment scores. A study of on-site pain and discomfort assessment of severely demented elderly is presented. The resulting system is a mobile electronic device with a graphical user interface (GUI) on a touch screen. Moreover digital information is stored in a database improving administration, providing immediate feedback and allowing applications like: visualisation, statistical analysis and scientific research like data mining. The device allows easily registering and automatically interpreting complex timing patterns of behaviours and responses, on-site. This feature could be employed in the development of new more accurate observational assessment instruments.
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Affiliation(s)
- Pieter Schiepers
- Division M3-BIORES, Catholic University of Leuven, Heverlee, Belgium
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Bonroy B, Schiepers P, Leysens G, Miljkovic D, Wils M, De Maesschalck L, Quanten S, Triau E, Exadaktylos V, Berckmans D, Vanrumste B. Acquiring a Dataset of Labeled Video Images Showing Discomfort in Demented Elderly. Telemed J E Health 2009; 15:370-8. [DOI: 10.1089/tmj.2008.0141] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Bert Bonroy
- MOBILAB, K.H. Kempen University College, Geel, Belgium, M3-BIORES, Katholieke Universiteit Leuven, Heverlee, Belgium
| | | | - Greet Leysens
- MOBILAB, K.H. Kempen University College, Geel, Belgium
| | | | - Maartje Wils
- De Wingerd, Living and Care Centre, Leuven, Belgium
| | | | - Stijn Quanten
- M3-BIORES, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Eric Triau
- De Wingerd, Living and Care Centre, Leuven, Belgium
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