Searched for: subject:"prediction"
(1 - 20 of 342)

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Smits, M. (author), Nooijen, I. (author), Redegeld, F. (author), de Jong, A. (author), Le, T.M. (author), Knulst, A. (author), Houben, G.F. (author), Verhoeckc, K.C.M. (author)
Scope: No accepted and validated methods are currently available which can accurately predict protein allergenicity. In this study, the role of digestion and transport on protein allergenicity is investigated. Methods and results: Peanut allergens (Ara h 1, 2, 3, and 6) and a milk allergen (β-lactoglobulin) are transported across pig intestinal...
article 2021
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Deng, T. (author), Manders-Groot, A.M.M. (author), Segers, A.J. (author), Bai, Y. (author), Lin, H.Q. (author)
Tropospheric ozone is a secondary pollutant which can affect human health and plant growth. In this paper, we investigated transferred convolutional neural network long short-term memory (TL-CNN-LSTM) model to predict ozone concentration. Hourly CNN-LSTM model is used to extract features and predict ozone for next hour, which is superior to...
conference paper 2021
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van der Burg, L.R.A. (author), van Kuijk, S.M.J. (author), ter Wee, M.M. (author), Heymans, M.W. (author), de Rijk, A.E. (author), Geuskens, G.A. (author), Ottenheijm, R.P.G. (author), Dinant, G.J. (author), Boonen, A. (author)
Background: Societal expenditures on work-disability benefits is high in most Western countries. As a precursor of long-term work restrictions, long-term sickness absence (LTSA) is under continuous attention of policy makers. Different healthcare professionals can play a role in identification of persons at risk of LTSA but are not well trained....
article 2020
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Remington, B.C. (author), Westerhout, J. (author), Meima, M.Y. (author), Blom, W.M. (author), Kruizinga, A.G. (author), Wheeler, M.W. (author), Taylor, S.L. (author), Houben, G.F. (author), Baumert, J.L. (author)
Food allergy and allergen management are important global public health issues. In 2011, the first iteration of our allergen threshold database (ATDB) was established based on individual NOAELs and LOAELs from oral food challenge in roughly 1750 allergic individuals. Population minimal eliciting dose (EDp) distributions based on this dataset...
article 2020
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Borth, M. (author)
Monitoring and managing the health of technical systems with advanced diagnosis and prognosis benefits from fleet analytics: insights on the degradation of other but similar systems help, e.g., to forecast actual issues for predictive maintenance as does detecting and correcting anomalies in usage profiles helps to prevent undue wear and tear....
conference paper 2020
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Marques-Carneiro, J.E. (author), Polgari, P. (author), Koning, E. (author), Seyller, E. (author), Martin, B. (author), van der Burg, E. (author), Giersch, A. (author)
Learning and imitating a complex motor action requires to visually follow complex movements, but conscious perception seems too slow for such tasks. Recent findings suggest that visual perception has a higher temporal resolution at an unconscious than at a conscious level. Here we investigate whether high-temporal resolution in visual perception...
article 2020
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Bezemer, K. (author), McLennan, L. (author), van Duin, L. (author), Kuijpers, C.J. (author), Koeberg, M. (author), van den Elshout, J.J.M.H. (author), van der Heijden, A.E.D.M. (author), Busby, T. (author), Yevdokimov, A. (author), Schoenmakers, P. (author), Smith, J. (author), Oxley, J. (author), van Asten, A. (author)
Erythritol tetranitrate (ETN) was prepared independently by two research groups from the USA and the Netherlands. The partially nitrated impurities present in ETN were studied using liquid chromatography-mass spectrometry to address the ultimate challenge in forensic explosives investigations, i.e., providing chemical and tactical information on...
article 2020
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Pippia, T. (author), Sijs, J. (author), de Schutter, B. (author)
A single-level rule-based model predictive control (RBMPC) scheme is presented for optimizing the energy management of a grid-connected microgrid composed of local production units, renewable energy sources, local loads, and several types of energy storage systems (ESSs). The single-level controller uses two different models that yield different...
article 2020
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de Winkel, K.N. (author), Pretto, P. (author), Nooij, S.A.E. (author), Cohen, I. (author), Bülthoff, H.H. (author)
The risk of motion sickness is considerably higher in autonomous vehicles than it is in human-operated vehicles. Their introduction will therefore require systems that mitigate motion sickness. We investigated whether this can be achieved by augmenting the vehicle interior with additional visualizations. Participants were immersed in motion...
article 2020
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Beerends, J.G. (author), Neumann, N.M.P. (author), van den Broek, E.L. (author), Casanovas, A.L. (author), Menendez, J.T. (author), Schmidmer, C. (author), Berger, J. (author)
With the introduction of fullband speech coding the question arises what role frequency components above 14 kHz play in speech quality assessment. On the one hand, our results show that bandwidth limitation from 24 kHz down to 14 kHz is not audible to even the most critical subject. On the other hand, 14-24 kHz band limited, audible levels of...
article 2020
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Beenackers, M.A. (author), Vermaire, E.J.H. (author), van Dommelen, P. (author), Schuller, A.A. (author)
Large socioeconomic inequalities still exist in oral health. It is already known that oral health-related behaviour may contribute to these inequalities, but why people with a lower socioeconomic position behave less healthily is not easily understood. A possible explanation that integrates insights on health behaviour, stress, and financial...
article 2020
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Verhoeckx, K. (author), lindholm Bøgh, K. (author), Constable, A. (author), Epstein, M.M. (author), hoffmann Sommergruber, K. (author), Holzhauser, T. (author), Houben, G. (author), Kuehn, A. (author), Roggen, E. (author), O'Mahony, L. (author), Remington, B. (author), Crevel, R. (author)
The growing world population and increased pressure on agricultural resources are driving a shortage of dietary protein sources. As a result, industry is developing more sustainable novel food protein sources such as insects, algae and duckweed and using new processing techniques. Consumer exposure to these novel or processed proteins, could...
article 2020
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Mohan, R. (author), Silvas, E. (author), Stoutjesdijk, H. (author), Bruynincks, H. (author), de Jager, B. (author)
Most human-centred robotic applications require robots to follow a certain pre-defined path. This makes the robot’s autonomous movements acceptable and predictable for humans. Planning a trajectory for the robot thus involves guiding it along this desired path. The classical approach of segmenting a path into multiple waypoints and tracking them...
article 2020
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Byrne, F.P. (author), Nussbaumer, C.M. (author), Savin, E.J. (author), Milescu, R.A. (author), McElroy, C.R. (author), Clark, J.H. (author), van Vugt-Lussenburg, B.M.A. (author), van der Burg, B. (author), Meima, M.Y. (author), Buist, H.E. (author), Kroese, E.D. (author), Hunt, A.J. (author), Farmer, T.J. (author)
Three dipolar aprotic solvents were designed to possess high dipolarity and low toxicity: N,N,N′,N′-tetrabutylsuccindiamide (TBSA), N,N′-diethyl-N,N′-dibutylsuccindiamide (EBSA), and N,N′-dimethyl-N,N′-dibutylsuccindiamide (MBSA). They were synthesized catalytically by using a K60 silica catalyst in a solventless system. Their water...
article 2020
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de Vries, A. (author), Smit, S.K. (author), Lam, J. (author)
De aanpak van diep gewortelde criminaliteit die de fundamenten van de samenleving systematisch aantast, ook wel aangeduid als ondermijning, vraagt om een aanpak waarin diezelfde samenleving ook heel gericht betrokken wordt. De politie, overheid of welke veiligheidsinstantie dan ook kan dit niet alleen. Het heel gericht benaderen en betrekken van...
article 2020
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Sanchez, M.M. (author), Silvas, E. (author), Pogosov, D. (author), Mocanu, D.C. (author)
Vehicle-to-vehicle communication is a solution to improve the quality of on-road traveling in terms of throughput, safety, efficiency and comfort. However, road users that do not communicate their planned activities can create dangerous situations, so prediction models are needed to foresee and anticipate their motions in the drivable space....
conference paper 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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Bosman, L.C. (author), Roelen, C.A.M. (author), Twisk, J.W.R. (author), Eekhout, I. (author), Heymans, M.W. (author)
Purpose The aim of this study was to develop prediction models to determine the risk of sick leave due to musculoskeletal disorders (MSD) in non-sick listed employees and to compare models for short-term (i.e., 3 months) and long-term (i.e., 12 months) predictions. Methods Cohort study including 49,158 Dutch employees who participated in...
article 2019
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Stevens, L.J. (author), van Lipzig, M.M.H. (author), Erpelinck, S.L.A. (author), Pronk, A. (author), van Gorp, J. (author), Wortelboer, H.M. (author), van de Steeg, E. (author)
A majority of the preclinical intestinal screening models do not properly reflect the complex physiology of the human intestinal tract, resulting in low translational value to the clinical situation. The often used cell lines such as Caco-2 or HT-29 are not well suited to investigate the different processes that predict oral bioavailability in...
article 2019
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Rattazzi, D. (author), Rossi, I. (author), Magistri, L. (author), Erich, S.J.F. (author)
This work aims to understand the potential of an innovative technology for solar energy harvesting in a District Heating Network (DHN). The considered technology is aesthetic solar façade thermal panel. In order to guarantee the temperatures required by a 3rd generation DHN (around 75°C), a Heat Pump, using as cold source the heat from the...
conference paper 2019
Searched for: subject:"prediction"
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