Mark Janssen
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View article: Watts-to-wheel comparison of the air quality, health, and equity impacts of light-v. heavy-duty vehicle electrification in the U.S. Midwest
Watts-to-wheel comparison of the air quality, health, and equity impacts of light-v. heavy-duty vehicle electrification in the U.S. Midwest Open
Electric vehicle adoption strategies have the potential to reduce greenhouse gas and air pollutant emissions. However, the effectiveness of this transition may depend on which vehicles are electrified, and where. To assess the efficacy of …
View article: Pilot enhanced recovery after surgery protocol: Cranial vault remodeling for craniosynostosis
Pilot enhanced recovery after surgery protocol: Cranial vault remodeling for craniosynostosis Open
Background: Enhanced recovery after surgery (ERAS) protocols are standardized procedural guidelines proven to decrease hospital stay and postoperative narcotic use and improve overall patient experience. There is no existing ERAS protocol …
View article: Towards Surrogate Modeling for Adsorption Processes Using Physics-Informed Neural Networks
Towards Surrogate Modeling for Adsorption Processes Using Physics-Informed Neural Networks Open
Physics-informed neural networks (PINNs) have emerged as a promising alternative to purely data-driven neural networks (NNs) for surrogate modeling, particularly in data-scarce scenarios. This study evaluates the performance of hybrid-PINN…
View article: Towards Surrogate Modeling for Adsorption Processes using Physics-Informed Neural Networks
Towards Surrogate Modeling for Adsorption Processes using Physics-Informed Neural Networks Open
Physics-Informed Neural Networks (PINNs) have emerged as a promising alternative to purely data-driven neural networks (NNs) for surrogate modeling, particularly in data-scarce scenarios. This study evaluates the performance of hybrid-PINN…
View article: Intercomparison of Modeled Urban-Scale Vehicle NO<sub><i>x</i></sub> and PM<sub>2.5</sub> Emissions–Implications for Equity Assessments
Intercomparison of Modeled Urban-Scale Vehicle NO<sub><i>x</i></sub> and PM<sub>2.5</sub> Emissions–Implications for Equity Assessments Open
Accurate characterization of emissions is essential for understanding spatiotemporal variations of air pollutants and their societal impacts, including population exposure, health outcomes, and environmental justice implications. Character…
View article: Air quality, health and equity impacts of transport electrification in the U.S. Midwest.&#160;
Air quality, health and equity impacts of transport electrification in the U.S. Midwest.  Open
Chronic traffic related air pollution (TRAP) exposure is linked to various adverse health outcomes including pediatric and adult asthma incidence, but more importantly can also lead to premature mortality. In the U.S., the majority of peop…
View article: Two of a Kind? Similarities and Differences between Runners and Walkers in Sociodemographic Characteristics, Sports Related Characteristics and Wearable Usage
Two of a Kind? Similarities and Differences between Runners and Walkers in Sociodemographic Characteristics, Sports Related Characteristics and Wearable Usage Open
As the two prime examples of sport light, running and walking have become very popular sports activities in the past decades. There are references in the literature of similarities between both sports, however these parallels have never be…
View article: Explainable artificial intelligence (XAI): closing the gap between image analysis and navigation in complex invasive diagnostic procedures
Explainable artificial intelligence (XAI): closing the gap between image analysis and navigation in complex invasive diagnostic procedures Open
View article: Runner’s Perceptions of Reasons to Quit Running: Influence of Gender, Age and Running-Related Characteristics
Runner’s Perceptions of Reasons to Quit Running: Influence of Gender, Age and Running-Related Characteristics Open
Physical inactivity has become a major public health concern and, consequently, the awareness of striving for a healthy lifestyle has increased. As a result, the popularity of recreational sports, such as running, has increased. Running is…
View article: How Do Runners Experience Personalization of Their Training Scheme: The Inspirun E-Coach?
How Do Runners Experience Personalization of Their Training Scheme: The Inspirun E-Coach? Open
Among runners, there is a high drop-out rate due to injuries and loss of motivation. These runners often lack personalized guidance and support. While there is much potential for sports apps to act as (e-)coaches to help these runners to a…
View article: Which app to choose? : An online tool that supports the decision-making process of recreational runners to choose an app
Which app to choose? : An online tool that supports the decision-making process of recreational runners to choose an app Open
In recent years, there has been an exponential increase in the use of health and sports-related smartphone applications (apps). This is also reflected in App-stores, which are stacked with thousands of health- and sports-apps, with new app…
View article: Understanding Different Types of Recreational Runners and How They Use Running-Related Technology
Understanding Different Types of Recreational Runners and How They Use Running-Related Technology Open
This study aims to help professionals in the field of running and running-related technology (i.e., sports watches and smartphone applications) to address the needs of runners. It investigates the various runner types—in terms of their att…
View article: Design for collective family experiences during online grocery shopping
Design for collective family experiences during online grocery shopping Open
Doing groceries is an inherent part of family life (Pettersson, Olsson, & Fjellström, 2004). Families are recognized as a unit for food choice and consumption. The influence of family members on food choices happens throughout family l…
View article: Attractive running environments for all? A cross-sectional study on physical environmental characteristics and runners’ motives and attitudes, in relation to the experience of the running environment
Attractive running environments for all? A cross-sectional study on physical environmental characteristics and runners’ motives and attitudes, in relation to the experience of the running environment Open
View article: Analyse van belangrijke factoren voor de effectiviteit van sportapps voor recreatieve sporters: een expert panel benadering
Analyse van belangrijke factoren voor de effectiviteit van sportapps voor recreatieve sporters: een expert panel benadering Open
View article: App preferences and experiences of recreational runners, cyclists and walkers
App preferences and experiences of recreational runners, cyclists and walkers Open
View article: Analysis of the Features Important for the Effectiveness of Physical Activity–Related Apps for Recreational Sports: Expert Panel Approach
Analysis of the Features Important for the Effectiveness of Physical Activity–Related Apps for Recreational Sports: Expert Panel Approach Open
Background: A large number of people participate in individual or unorganized sports on a recreational level. Furthermore, many participants drop out because of injury or lowered motivation. Potentially, physical activity–related apps coul…
View article: Wearable system feedback requirements for improving running technique
Wearable system feedback requirements for improving running technique Open
View article: Analysis of the Design and Engineering-Process towards a First Prototype in the Field of Sports and Vitality
Analysis of the Design and Engineering-Process towards a First Prototype in the Field of Sports and Vitality Open
The scope of technology has expanded towards areas such as sports and vitality, offering significant challenges for engineering designers. However, only little is known about the underlying design and engineering processes used within thes…
View article: Tailored Feedback Requirements for Optimal Motor Learning: A Screening and Validation of Four Consumer Available Running Wearables
Tailored Feedback Requirements for Optimal Motor Learning: A Screening and Validation of Four Consumer Available Running Wearables Open
The pervasiveness of wearable technology has opened the market for products that analyse running biomechanics and provide feedback to the user. To improve running technique feedback should target specific running biomechanical key points a…
View article: Which features are important for the effectiveness of physical activity-related apps? Results of an expert panel approach.
Which features are important for the effectiveness of physical activity-related apps? Results of an expert panel approach. Open
View article: Analysis of the Features Important for the Effectiveness of Physical Activity�Related Apps for Recreational Sports: Expert Panel Approach (Preprint)
Analysis of the Features Important for the Effectiveness of Physical Activity�Related Apps for Recreational Sports: Expert Panel Approach (Preprint) Open
BACKGROUND A large number of people participate in individual or unorganized sports on a recreational level. Furthermore, many participants drop out because of injury or lowered motivation. Potentially, physical activity–related apps coul…
View article: Who uses running apps and sports watches? Determinants and consumer profiles of event runners’ usage of running-related smartphone applications and sports watches
Who uses running apps and sports watches? Determinants and consumer profiles of event runners’ usage of running-related smartphone applications and sports watches Open
Individual and unorganized sports with a health-related focus, such as recreational running, have grown extensively in the last decade. Consistent with this development, there has been an exponential increase in the availability and use of…
View article: Which features are important for effectiveness of sport- and health-related apps?
Which features are important for effectiveness of sport- and health-related apps? Open
In this presentation we presented the results of expert meetings. The aim was to identify which features in sport- and health-related apps contribute to effectiveness of apps. A nominal group technique was used.
View article: From Problem to Solution: Developing a Personalized Smartphone Application for Recreational Runners following a Three-step Design Approach
From Problem to Solution: Developing a Personalized Smartphone Application for Recreational Runners following a Three-step Design Approach Open
The aim of this paper is to design and test a smartphone application which supports personalized running experiences for less experienced runners. As a result of a multidisciplinary three-step design approach Inspirun was developed. Inspir…
View article: Een goede hardloop- fiets- of wandelapp? Ontwikkeling van een screeningstool voor apps
Een goede hardloop- fiets- of wandelapp? Ontwikkeling van een screeningstool voor apps Open
View article: Creating light and personalised running experiences : an app development study
Creating light and personalised running experiences : an app development study Open
View article: Determinants of the use of mobile phone applications and sport watches among runners:implications for marketing strategies
Determinants of the use of mobile phone applications and sport watches among runners:implications for marketing strategies Open