- document
-
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
- document
-
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
- document
-
Yang, Q. (author), Coutino, M. (author), Leus, G. (author), Giannakis, G.B. (author)Graph-based learning and estimation are fundamental problems in various applications involving power, social, and brain networks, to name a few. While learning pair-wise interactions in network data is a well-studied problem, discovering higher-order interactions among subsets of nodes is still not yet fully explored. To this end, encompassing...article 2023
- document
- Cai, M. (author), van Buuren, S. (author), Vink, G. (author) conference paper 2022
- document
-
Rozsas, A. (author), Slobbe, A. (author), Huizinga, W. (author), Kruithof, M. (author), ajithkumar Pillai, K. (author), Kleijn, K. (author), Giardina, G. (author)This paper proposes an automated approach to predict crack pattern similarities that correlate well with assessment by structural engineers. We use Siamese convolutional neural networks (SCNN) that take two crack pattern images as inputs and output scalar similarity measures. We focus on 2D masonry facades with and without openings. The image...article 2022
- document
-
Varotto, S.F. (author), Mons, C. (author), Hogema, J. (author), Christoph, M. (author), van Nes, N. (author), Martens, M.H. (author)Advanced driver assistance systems such as adaptive cruise control (ACC) and lane keeping system (LKS) potentially contribute to reducing crash rates and traffic congestion. On-road studies based on early ACC systems operational at medium–high speeds only have shown that the system reduces the proportion of short time gaps when activated....article 2022
- document
-
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
- document
-
Mirdad, M.A.H. (author), Jucutan, A. (author), Khan, R. (author), Niederwestberg, J. (author), Chui, Y.H. (author)In the construction of modern multi-storey mass timber structures, self-tapping screws are the preferred fasteners. In order the maximize the strength and stiffness of self-tapping screw connections, the screws are often inserted into timber members at an angle other than 90 degrees to the face of the member. With this fabrication preference,...article 2022
- document
-
van der Ploeg, C. (author), Alirezaei, M. (author), van de Wouw, N. (author), Esfahani, P.M. (author)In this article, we propose a tractable nonlinear fault estimation filter along with explicit performance bounds for a class of linear dynamical systems in the presence of both additive and nonlinear multiplicative faults. We consider the case, where both faults may occur simultaneously and through an identical dynamical relationship, a setting...article 2022
- document
-
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
- document
-
Oude Hengel, K.M. (author), Riumallo-Herl, C. (author), Nieboer, D. (author), Schram, J.L.D. (author), van der Beek, A.J (author), Burdorf, A. (author)Abstract from the oral presentations aging workforce.article 2021
- document
- Oude Hengel, K.M. (author), Riumallo-Herl, C. (author), Nieboer, D. (author), Schram, J.L.D. (author), van der Beek, A.J (author), Burdorf, A. (author) public lecture 2021
- document
-
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
- document
-
van Egmond, M.B. (author), Spini, G. (author), van der Galien, O. (author), IJpma, A. (author), Veugen, P.J.M. (author), Kaaij, W. (author), Sangers, A. (author), Rooijakkers, T. (author), Langenkamp, P. (author), Kamphorst, B. (author), van de L'Isle, N. (author), Kooij-Janic, M. (author)Background: Recent developments in machine learning have shown its potential impact for clinical use such as risk prediction, prognosis, and treatment selection. However, relevant data are often scattered across diferent stakehold ers and their use is regulated, e.g. by GDPR or HIPAA. As a concrete use-case, hospital Erasmus MC and health...article 2021
- document
- Xia, L. (author), de Jager, B. (author), Donkers, T. (author), Willems, F. (author) article 2020
- document
-
Cremers, J. (author), Pennings, H.J.M. (author), Ley, C. (author)Cylindrical data are multivariate data which consist of a directional, in this paper circular, and a linear component. Examples of cylindrical data in psychology include human navigation (direction and distance of movement), eye-tracking research (direction and length of saccades) and data from an interpersonal circumplex (location and intensity...article 2020
- document
-
Pouwer, M.G. (author), Pieterman, E.J. (author), Worms, N. (author), Keijzer, N. (author), Jukema, J.W. (author), Gromada, J. (author), Gusarova, V. (author), Princen, H.M.G. (author)Atherosclerosis-related cardiovascular disease causes nearly 20 million deaths annually. Most patients are treated after plaques develop, so therapies must regress existing lesions. Current therapies reduce plaque volume, but targeting all apoB-containing lipoproteins with intensive combinations that include alirocumab or evinacumab-monoclonal...article 2020
- document
-
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
- document
-
Pasma, W. (author), Wesselink, E.M. (author), van Buuren, S. (author), de Graaff, J.C. (author), van Klei, W.A. (author)Physiologic data from anesthesia monitors are automatically captured. Yet erroneous data are stored in the process as well. While this is not interfering with clinical care, research can be affected. Researchers should find ways to remove artifacts. The aim of the present study was to compare different artifact annotation strategies, and to...article 2020
- document
-
Hardtner, C. (author), Kornemann, J. (author), Krebs, K. (author), Ehlert, C.A. (author), Jander, A. (author), Zou, J. (author), Christopher, (author), Starz, C. (author), Rauterberg, S. (author), Sharipova, D. (author), Dufner, B. (author), Hoppe, N. (author), Dederichs, T.S. (author), Willecke, F. (author), Stachon, p. (author), Heidt, T. (author), Wolf, D. (author), von zur Muhlen, C. (author), Madl, J. (author), Kohl, P. (author), Kaeser, R. (author), Boettler, T. (author), Pieterman, E.J. (author), Princen, H.M.G. (author), Ho-Tin-Noe, B. (author), Swirski, F.K. (author), Robbins, C.S. (author), Bode, C. (author), Zirlik, A. (author), Hilgendorf, I. (author)Statins induce plaque regression characterized by reduced macrophage content in humans, but the underlying mechanisms remain speculative. Studying the translational APOE*3-Leiden.CETP mouse model with a humanized lipoprotein metabolism, we find that systemic cholesterol lowering by oral atorvastatin or dietary restriction inhibits monocyte...article 2020