Searched for: subject%3A%22prediction%22
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Tabasi, A. (author), Lazzaroni, M. (author), Brouwer, N.P. (author), Kingma, I. (author), van Dijk, W. (author), de Looze, M.P. (author), Toxiri, S. (author), Ortiz, J. (author), van Dieën, J.H. (author)
The risk of low-back pain in manual material handling could potentially be reduced by back-support exoskeletons. Preferably, the level of exoskeleton support relates to the required muscular effort, and therefore should be proportional to the moment generated by trunk muscle activities. To this end, a regression-based prediction model of this...
article 2022
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Vals-Delgado, C. (author), Alcala-Diaz, J.F. (author), Molina-Abril, H. (author), Roncero-Ramos, I. (author), Caspers, M.P.M. (author), Schuren, F.H.J. (author), van den Broek, T.J. (author), Luque, R. (author), Perez-Martinez, P. (author), Katsiki, N. (author), Delgado-Lista, J. (author), Ordovas, J.M. (author), van Ommen, B. (author), Camargo, A (author), Lopez-Miranda, J. (author)
Introduction: A distinctive gut microbiome have been linked to type 2 diabetes mellitus (T2DM). Objectives: We aimed to evaluate whether gut microbiota composition, in addition to clinical biomarkers, could improve the prediction of new incident cases of diabetes in patients with coronary heart disease. Methods: All the patients from the...
article 2022
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van Walree, P.A. (author), Colin, M.E.G.D. (author)
A channel sounding and communications experiment was performed in the Oslofjord, using eight bottom-mounted instrument units deployed in a network configuration. Five units were equipped with a software-defined 4–8-kHz acoustic modem, programmed to transmit probe signals and communication packets in a round-robin fashion. All transmitted...
article 2022
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Terluin, B. (author), Eekhout, I. (author), Terwee, C.B. (author)
Objectives: The anchor-based minimal important change (MIC), based on the receiver operating characteristic (ROC) analysis or predictive modeling, is biased by the proportion of improved patients. The adjusted MIC, published in 2017, adjusts the predictive MIC for this bias but does not take the reliability of the transition ratings (i.e., the...
article 2022
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Bigaj - Van Vliet, A.J. (author), Allaix, D.L. (author), Kohler, D. (author), Scibilia, E. (author)
This contribution is outlining the vision and approach developed in the IM-SAFE project towards the standardisation of monitoring, data-informed safety assessment and predictive maintenance policies of bridges and tunnels considering the integration of digital innovations and reports on the initial activity in the IM-SAFE project [1] that is...
conference paper 2022
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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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Slot, H. (author), Matthews, D. (author), Schipper, D. (author), van der Heide, E. (author)
article 2021
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Franken, R. (author), Tromp, P. (author), van de Hoef, W. (author), Jadoenathmisier, T. (author)
article 2021
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Oprins, E. (author), Kamphuis, W. (author), Westerveld, L. (author), Huybens, W. (author), Börjesson, M. (author), Johansson, E. (author), Aalto, H. (author)
Military personnel needs to be resilient to be able to remain effective, motivated, and in good mental and physical health. Military organizations select on resilience to determine whether candidates are psychologically fit for their job. The INSPIRE Resilience Scale (IRS) is such a selection instrument that aims to assess the psychological...
article 2021
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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 2021
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Nadi, A. (author), Sharma, S. (author), Snelder, M. (author), Bakri, T. (author), van Lint, H. (author), Tavasszy, L.A. (author)
article 2021
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Smits, M. (author), Verhoeckx, K. (author), Knulst, A. (author), Welsing, P. (author), de Jong, A. (author), Houben, G.F. (author), Le, T.M. (author)
Predicting the allergenicity of novel proteins is challenging due to the absence of validated predictive methods and a well-defined reference set of proteins. The prevalence of sensitization could be a parameter to select reference proteins to characterize allergenic proteins. This study investigated whether the prevalence of sensitization of...
article 2021
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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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Ibrahim, A. (author), Goswami, D. (author), Li, H. (author), Soroa, I.M. (author), Basten, T. (author)
Vehicle platooning has gained attention for its potential to increase road capacity and safety, and higher fuel efficiency. Platoon controls are implemented over Vehicle-to-Vehicle (V2V) wireless communication, in-vehicle networks and Electronic Control Units (ECUs). V2V communication has a low message rate imposed by the V2V standard compared...
article 2021
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Smits, M. (author), Meijerink, M. (author), Le, T.M. (author), Knulst, A. (author), de Jong, A. (author), Caspers, M.P.M. (author), Lima, E.S. (author), Babe, L. (author), Ladics, G. (author), McClain, S. (author), Houben, G.F. (author), Verhoeckx, K. (author)
Background: Food proteins differ in their allergenic potential. Currently, there is no predictive and validated bio-assay to evaluate the allergenicity of novel food proteins. The objective of this study was to investigate the potential of a human peripheral blood mononuclear cell (PBMC) gene expression assay to identify biomarkers to predict...
article 2021
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Kim, C. (author), Colborn, K. (author), van Buuren, S. (author), Loar, T. (author), Stevens-Lapsley, J.E. (author), Kittelson, A.J. (author)
The purpose of this study was to develop and test personalized predictions for functional recovery after Total Knee Arthroplasty (TKA) surgery, using a novel neighbors-based prediction approach. We used data from 397 patients with TKA to develop the prediction methodology and then tested the predictions in a temporally distinct sample of 202...
article 2021
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van Bilsen, J.H.M. (author), van den Brink, W. (author), van den Hoek, A.M. (author), Dulos, R. (author), Caspers, M.P.M. (author), Kleeman, R. (author), Wopereis, S. (author), Verschuren, L. (author)
Metabolic disorders, such as obesity and type 2 diabetes have a large impact on global health, especially in industrialized countries. Tissue-specific chronic low-grade inflammation is a key contributor to complications in metabolic disorders. To support therapeutic approaches to these complications, it is crucial to gain a deeper understanding...
article 2021
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Glachs, D. (author), Namli, T. (author), Strohmeier, F. (author), Rodríguez Suárez, G. (author), Sluis, M. (author), Delgado-Lista, J. (author), Sont, J.K. (author), de Graaf, A.A. (author), Salzsieder, E. (author), Vogt, L. (author)
The main objective of POWER2DM is to develop and validate a personalized self-management support system (SMSS) for T1 and T2 diabetes patients that combines and integrates i) a decision support system (DSS) based on leading European predictive personalized models for diabetes interlinked with predictive computer models, ii) automated e-coaching...
bookPart 2021
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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
Searched for: subject%3A%22prediction%22
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