Searched for: subject%3A%22Regression%255C%2BAnalysis%22
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Peters, S.L.A. (author), Tabasi, A. (author), Kingma, I. (author), van Dijk, W. (author), van Dieën, J.H. (author)
Mechanical loading of the low-back is an important risk factor for the development of low-back pain. Real-time estimation of the L5S1 joint moment (ML5S1) can give an insight to reduce mechanical loading. Model accuracy depends on sensor information, limiting the number of input variables to estimate ML5S1 increases practical feasibility, but...
article 2023
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de Vries, H.J. (author), Pennings, H.J.M. (author), van der Schans, C.P. (author), Sanderman, R. (author), Oldenhuis, H.K.E. (author), Kamphuis, W. (author)
The effects of stress may be alleviated when its impact or a decreased stress-resilience are detected early. This study explores whether wearable-measured sleep and resting HRV in police officers can be predicted by stress-related Ecological Momentary Assessment (EMA) measures in preceding days and predict stress-related EMA outcomes in...
article 2023
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Cai, M. (author), van Buuren, S. (author), Vink, G. (author)
conference paper 2022
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Islam, M.F. (author), Schot, P.P. (author), Dekker, S.C. (author), Griffioen, J. (author), Middelkoop, H. (author)
The Ganges–Brahmaputra–Meghna delta in Bangladesh is one of the largest and most densely popu lated deltas in the world and is threatened by relative sea level rise (RSLR). Renewed sediment deposition through tidal river management (TRM), a controlled flooding with dike breach, inside the lowest parts of the delta polders (so called beels) can...
article 2022
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Veugen, P.J.M. (author), Kamphorst, B (author), van de L'Isle, N. (author), van Egmond, M.B. (author)
We show how multiple data-owning parties can collabora tively train several machine learning algorithms without jeopardizing the privacy of their sensitive data. In particular, we assume that every party knows specific features of an overlapping set of people. Using a secure implementation of an advanced hidden set intersection protocol and a...
conference paper 2021
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Austin, P.C. (author), White, I.R. (author), Lee, D.S. (author), van Buuren, S. (author)
Missing data is a common occurrence in clinical research. Missing data occurs when the value of the variables of interest are not measured or recorded for all subjects in the sample. Common approaches to addressing the presence of missing data include complete-case analyses, in which subjects with missing data are excluded, or mean-value...
article 2021
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Tabasi, A. (author), Kingma, I. (author), de Looze, M.P. (author), van Dijk, W. (author), Koopman, A.S. (author), van Dieën, J.H. (author)
Back support exoskeletons are designed to prevent work-related low-back pain by reducing mechanical loading. For actuated exoskeletons, support based on moments actively produced by the trunk muscles appears a viable approach. The moment can be estimated by a biomechanical model. However, one of the main challenges here is the feasibility of...
article 2020
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Pannebakker, N.M. (author), Fleuren, M.A.H. (author), Vlasblom, E. (author), Numans, M.E. (author), Reijneveld, S.A. (author), Kocken, P.L. (author)
Background: The aim of this study is to understand the determinants of adherence to wrap-around care (WAC) by professional care providers working in child and family services. WAC is a care coordination method targeting families with complex needs. The core components of WAC involve activating family members and the social network, integrating...
article 2019
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Thompson, D. (author), Squicciarini, G. (author), Zhang, J. (author), Lopez Arteaga, I. (author), Zea, E. (author), Dittrich, M.G. (author), Jansen, H.W. (author), Arcas, K. (author), Cierco, E. (author), Magrans, F.X. (author), Malkoun, A. (author), Iturritxa, E. (author), Guiral, A. (author), Stangl, M. (author), Schleinzer, G. (author), Martin Lopez, B. (author), Chaufour, C. (author), Wändell, J. (author)
The noise produced during a train pass-by originates from several different sources such as propulsion noise, noise from auxiliary equipment, aerodynamic noise and rolling noise. The rolling noise is radiated by the wheels and the track and is excited by the wheel and rail unevenness, usually referred to as roughness. The current TSI Noise...
article 2018
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Schmettow, M. (author), Schnittker, R. (author), Schraagen, J.M. (author)
This paper proposes and demonstrates an extended protocol for usability validation testing of medical devices. A review of currently used methods for the usability evaluation of medical devices revealed two main shortcomings. Firstly, the lack of methods to closely trace the interaction sequences and derive performance measures. Secondly, a...
article 2017
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Hofland, E.C. (author), Baran, I. (author), Wismeijer, D.A. (author)
Selective laser sintering (SLS) is an additive manufacturing technique that enables the production of customized, complex products. SLS has proven itself a viable prototyping tool and production method for noncritical products. The industry has picked up on the potential of SLS, which raised the question whether it is possible to produce...
article 2017
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Deemter, M.V. (author), Bank, R.A. (author), Vehof, J. (author), Hooymans, J.M.M. (author), Los, L.I. (author)
Purpose: To explore factors associated with pentosidine accumulation in the human vitreous. Methods: Vitreous samples were obtained during trans pars plana vitrectomy for macular hole or rhegmatogenous retinal detachment. Patient characteristics included age, gender, and diabetes mellitus. Ocular characteristics included pseudophakia, posterior...
article 2017
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van de Ven, H.A. (author), Brouwer, S. (author), Koolhaas, W. (author), Goudswaard, A. (author), de Looze, M.P. (author), Kecklund, G. (author), Almansa, J. (author), Bültmann, U. (author), van der Klink, J.J.L. (author)
In this cross-sectional study associations were examined between eight shift schedule characteristics with shift-specific sleep complaints and need for recovery and generic health and performance measures. It was hypothesized that shift schedule characteristics meeting ergonomic recommendations are associated with better sleep, need for recovery...
article 2016
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van de Ven, H.A. (author), van der Klink, J.J.L. (author), Vetter, C. (author), Roenneberg, T. (author), Gordijn, M. (author), Koolhaas, W. (author), de Looze, M.P. (author), Brouwer, S. (author), Bültmann, U. (author)
This study examined associations of chronotype and age with shift-specific assessments of main sleep duration, sleep quality and need for recovery in a cross-sectional study among N = 261 industrial shift workers (96.6% male). Logistic regression analyses were used, adjusted for gender, lifestyle, health, nap behaviour, season of assessment and...
article 2016
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Macdougall, P. (author), Kosek, A.M. (author), Bindner, H. (author), Deconinck, G. (author)
conference paper 2016
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Cohen, I. (author), den Braber, N. (author), Smets, N.J.J.M. (author), van Diggelen, J. (author), Brinkman, W.P. (author), Neerincx, M.A. (author)
In high-risk domains such as human space flight, cognitive performances can be negatively affected by emotional responses to events and conditions in their working environment (e.g., isolation and health incidents). The COgnitive Performance and Error (COPE) model distinguishes effects of work content on cognitive task load and emotional state,...
article 2016
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Kachko, A. (author), van der Ham, L.V. (author), Bardow, A. (author), Vlugt, T.J.H. (author), Goetheer, E.L.V. (author)
Chemical absorption of CO2 using aqueous amine-based solvents is one of the common approaches to control acidic gases emissions to the atmosphere. Improvement in the efficiency of industrial processes requires precise monitoring tools that fit with the specific application. Process monitoring using in-line multivariate measurement methods...
article 2016
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Bernaards, C. (author), Hildebrandt, V.H. (author), Hendriksen, I.J. (author)
Background. Evidence shows that prolonged sitting is associated with an increased risk of mortality, independent of physical activity (PA). The aim of the study was to identify correlates of sedentary time (ST) in different age groups and day types (i.e. school-/work day versus non-school-/non-work day). Methods. The study sample consisted of...
article 2016
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de Wind, A. (author), Pas S. van der, (author), Blatter, B.M. (author), van der Beek, A.J. (author)
Background There is a societal need that workers prolong their working lives. By adopting a life course perspective, this study aimed to investigate the influence of work motives and motivation, health, job characteristics, skills, and financial and social situation on working beyond retirement, and differences between ‘on time’ and ‘off time’...
article 2016
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Remoundou, K. (author), Brennan, M. (author), Sacchettini, G. (author), Panzone, L. (author), Butler-Ellis, M.C. (author), Capri, E. (author), Charistou, A. (author), Chaideftou, E. (author), Gerritsen-Ebben, M.G. (author), Machera, K. (author), Spanoghe, P. (author), Glass, R. (author), Marchis, A. (author), Doanngoc, K. (author), Hart, A. (author), Frewer, L.J. (author)
The EU Directive on the sustainable use of pesticides (EU128/2009/EC) requires European Member States to develop training activities targeting occupational exposure to pesticides, and communication material aimed at residents and bystanders. Risk perceptions, knowledge and attitudes associated with passive and occupational exposure to pesticide...
article 2015
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