109 results on '"Markkula A"'
Search Results
2. Deconstructing Pedestrian Crossing Decisions in Interactions With Continuous Traffic: An Anthropomorphic Model
- Author
-
Tian, Kai, Markkula, Gustav, Wei, Chongfeng, Lee, Yee Mun, Madigan, Ruth, Hirose, Toshiya, Merat, Natasha, and Romano, Richard
- Abstract
Increasing attention has been drawn to computational pedestrian behavior models aimed at understanding the interaction mechanisms between pedestrians and vehicles. Nevertheless, existing research lacks exploration of the underlying behavioral mechanisms of pedestrian crossing decisions, which leads to unrealistic modeling results. In particular, when dealing with continuous traffic flow scenarios, the concept of waiting time is frequently used to account for all intricate traffic flow effects. Moreover, very few studies considered the time-dynamic nature of crossing decisions. To address these research limitations, this study deconstructs pedestrian crossing decisions at uncontrolled intersections with continuous traffic flow through a cognitive process and proposes an anthropomorphic crossing decision model. Specifically, we propose a novel visual collision cue-based crossing decision-initiation model to characterize time-dynamic crossing decisions. In light of the risk-aversion theory, a traffic gap comparison strategy is put forward to explain and model pedestrian waiting behavior in traffic flow. Two datasets collected from a CAVE-based immersive pedestrian simulator are applied to calibrate and validate the model. The proposed model accurately predicts pedestrian crossing decisions across all traffic scenarios. The modeling performance is significantly enhanced by considering the proposed traffic gap comparison strategy. Moreover, the model accurately captures the timing of crossing decisions. This work concisely demonstrates how pedestrians dynamically adapt their crossings in continuous traffic based on visual collision cues, potentially offering insights into modeling pedestrian-vehicle interactions or serving as a tool to realize anthropomorphic pedestrian crossing decisions in simulators.
- Published
- 2024
- Full Text
- View/download PDF
3. Effects of fuel composition and vehicle operating temperature on in vitrotoxicity of exhaust emissionsElectronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ea00136a
- Author
-
Hakkarainen, Henri, Järvinen, Anssi, Lepistö, Teemu, Kuittinen, Niina, Markkula, Lassi, Ihantola, Tuukka, Yang, Mo, Martikainen, Maria-Viola, Mikkonen, Santtu, Timonen, Hilkka, Aurela, Minna, Barreira, Luis, Ihalainen, Mika, Saarikoski, Sanna, Rönkkö, Topi, Aakko-Saksa, Päivi, and Jalava, Pasi
- Abstract
Traffic as an important part of the energy sector significantly contributes to global air pollution. To mitigate the hazardous components of traffic emissions regulations have been implemented resulting in technological solutions such as exhaust after-treatment systems. However, fuels also play a crucial role in emissions and components such as the aromatic compounds in fuel have been linked to increased exhaust emissions. Several current emissions regulations neglect environmental factors, such as cold operating temperatures, that can significantly increase emissions. Moreover, the effect of fuel aromatics and cold temperature on emissions toxicity has not been adequately studied. This study evaluates the impact of after-treatment systems, aromatic fuel content, and cold operating temperature on emission toxicity. To achieve this, four different light-duty vehicles were used in a temperature-controlled dynamometer room, with a co-culture of A549 and THP-1 cell lines exposed to online exhaust emissions using a thermophoresis-based air–liquid interface (ALI) system. The results demonstrate that the aromatic content of both diesel and gasoline fuels increases exhaust toxicity. The study additionally emphasises the potential of particulate filters as after-treatment systems to reduce the toxicity of emissions and highlights how cold running temperatures result in higher exhaust toxicity. The study also assessed the diesel particulate filter (DPF) active regeneration event, which leads to multi-fold emissions and higher toxicological responses. Overall, the study provides crucial novel results on how various factors affect the toxicity of exhaust emissions from modern light-duty vehicles, providing insights into decreasing the emissions from this energy sector.
- Published
- 2024
- Full Text
- View/download PDF
4. Beyond RMSE: Do Machine-Learned Models of Road User Interaction Produce Human-Like Behavior?
- Author
-
Srinivasan, Aravinda Ramakrishnan, Lin, Yi-Shin, Antonello, Morris, Knittel, Anthony, Hasan, Mohamed, Hawasly, Majd, Redford, John, Ramamoorthy, Subramanian, Leonetti, Matteo, Billington, Jac, Romano, Richard, and Markkula, Gustav
- Abstract
Autonomous vehicles use a variety of sensors and machine-learned models to predict the behavior of surrounding road users. Most of the machine-learned models in the literature focus on quantitative error metrics like the root mean square error (RMSE) to learn and report their models’ capabilities. This focus on quantitative error metrics tends to ignore the more important behavioral aspect of the models, raising the question of whether these models really predict human-like behavior. Thus, we propose to analyze the output of machine-learned models much like we would analyze human data in conventional behavioral research. We introduce quantitative metrics to demonstrate presence of three different behavioral phenomena in a naturalistic highway driving dataset: 1) The kinematics-dependence of who passes a merging point first 2) Lane change by an on-highway vehicle to accommodate an on-ramp vehicle 3) Lane changes by vehicles on the highway to avoid lead vehicle conflicts. Then, we analyze the behavior of three machine-learned models using the same metrics. Even though the models’ RMSE value differed, all the models captured the kinematic-dependent merging behavior but struggled at varying degrees to capture the more nuanced courtesy lane change and highway lane change behavior. Additionally, the collision aversion analysis during lane changes showed that the models struggled to capture the physical aspect of human driving: leaving adequate gap between the vehicles. Thus, our analysis highlighted the inadequacy of simple quantitative metrics and the need to take a broader behavioral perspective when analyzing machine-learned models of human driving predictions.
- Published
- 2023
- Full Text
- View/download PDF
5. Psychometric Evaluation of the Health State Description Questionnaire in Chile: A Proposal for a Latent Variable Approach for Valuating Health States.
- Author
-
Zitko, Pedro, Bakolis, Ioannis, Vitoratou, Silia, Chua, Kia-Chong, Margozzini, Paula, Markkula, Niina, and Araya, Ricardo
- Abstract
A few instruments that identify and valuate health states are based on the International Classification of Functioning, Disability and Health States of the World Health Organization. One of them is the Health State Description (HSD) questionnaire first used in the World Health Survey (WHS) initiative (HSD-WHS), whose psychometric properties have not been evaluated in Chile. Additionally, the use of latent variables for the valuation process of health states has been scarcely investigated in the context of population health metrics. We aim to evaluate the psychometric properties and factorial structure of the HSD-WHS for Chile and describe a latent variable method for valuating health states associated with diseases. We used data from the second Chilean National Health population-based survey from 2009 to 2010 (N = 5293). We explored the factorial structure of the HSD-WHS through exploratory and confirmatory factor analyses, the reliability, and the discriminant validity of the latent variable of disability. Disability weights for diseases were calculated using a linear regression model. We found an adequate goodness of fit for a second-order model with 9 factors corresponding to disability domains (Tucker–Lewis index = 0.99, comparative fit index = 0.99, root mean square error of approximation = 0.060), and good reliability estimates (standardized α = 0.91). The rescaled (between 0 and 100) latent variable of disability showed significant difference according to the explored variables. We estimated disability weights for the following: (1) depressive episode, 13.6 (12.1-15.2), (2) hypertension, 1.6 (0.0-3.3), and (3) diabetes, 5.0 (2.5-7.4). This study supports the use of the HSD-WHS questionnaire in the Chilean population and a latent variable approach for valuating health states associated with diseases. • The psychometric properties of the Health State Description-World Health Survey (HSD-WHS) questionnaire have been scarcely studied in the context of the WHS initiative. • The use of latent variable methods for valuating health states associated with diseases has been poorly studied in the context of population health metrics. • The HSD-WHS shows adequate psychometric properties and factorial structure in the Chilean population. • The latent variable approach seems to be a practical way for valuating health states associated with diseases, especially in the analysis of National Health Surveys. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
6. Different Alternatives to Assess the Burden of Disease Using Attributable Fraction on a Disability Variable: The Case of Pain and Chronic Musculoskeletal Disorders in Chile.
- Author
-
Zitko, Pedro, Bilbeny, Norberto, Vargas, Constanza, Balmaceda, Carlos, Eberhard, María E., Ahumada, Marisol, Rodríguez, María F., Flores, Javiera, Markkula, Niina, and Espinoza, Manuel A.
- Abstract
To estimate the burden of disease through 4 complementary procedures to years lived with disability (YLDs) using the concept of attributable fraction and including analysis of subdomains of disability. We explored the burden on disability for 7 common musculoskeletal disorders (CMD) using the 2009 to 2010 Chilean National Health Survey, which included the Community Oriented Programme for the Control of Rheumatic Disease Core Questionnaire to identify cases with CMD, and an 8-domain questionnaire for health state descriptions. We calculated the proportion of disability attributable to pain in the general population and people with CMD. We also estimated the burden of CMD expressed as YLD and as the proportion of the disability in the general population attributable to people with CMD, with a particular focus in the pain domain of disability. Second order of uncertainty around point estimations was also characterized. Pain domain of disability accounted for 23.4% of the total disability in the general population, and between 20% (fibromyalgia) to 27.1% (osteoarthritis of the hip) in people with some of the selected CMD. People with chronic musculoskeletal pain accounted for 21.2% of total disability from general population, which generated 1.2 million of YLD (6679 YLD/100 000 inhabitants). Chronic low back pain and osteoarthritis of the knee were in the top position of specific CMDs, explaining the highest national burden. Pain is an essential component of disability in people with CMD and also in the general population. The approach used can be easily applied to other health conditions and other domains of disability. • In addition to years lived with disability, attributable fraction methods have been proposed to assess the burden of disease on disability. These methods traditionally use dichotomous outcomes of disability (disabled/not disabled), which assume a uniform construct, without considering its multidomain composition. • This study proposes 4 approaches applied to chronic musculoskeletal disorders (CMDs) and the subdisability domain of pain in Chile, to estimate the burden of disease as a complement of years lived with disability: (1) proportion of disability attributable to pain in the general population, (2) in people with a CMD; (3) the proportion of the disability, (4) pain domain disability in general population attributable to people with a CMD. • Results showed the methods can be easily implemented using cross-sectional data and could be applied to other diseases and subdomains of disability. • Pain is an essential component of disability in people with CMD and also in the general population in Chile. Chronic low back pain and osteoarthritis of the knee are the leading specific CMDs in terms of burden of disease regardless of the methodologic approach. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
7. Sapovirus, Norovirus and Rotavirus Detections in Stool Samples of Hospitalized Finnish Children With and Without Acute Gastroenteritis
- Author
-
Pitkänen, Oskari, Markkula, Jukka, and Hemming-Harlo, Maria
- Published
- 2022
- Full Text
- View/download PDF
8. Towards zero pollution vehicles by advanced fuels and exhaust aftertreatment technologies.
- Author
-
Saarikoski, Sanna, Järvinen, Anssi, Markkula, Lassi, Aurela, Minna, Kuittinen, Niina, Hoivala, Jussi, Barreira, Luis M.F., Aakko-Saksa, Päivi, Lepistö, Teemu, Marjanen, Petteri, Timonen, Hilkka, Hakkarainen, Henri, Jalava, Pasi, and Rönkkö, Topi
- Subjects
DIESEL particulate filters ,GASOLINE ,DIESEL fuels ,DIESEL motor exhaust gas ,ATMOSPHERIC aerosols ,NATURAL gas ,POLLUTION - Abstract
Vehicular emissions deteriorate air quality in urban areas notably. The aim of this study was to conduct an in-depth characterization of gaseous and particle emissions, and their potential to form secondary aerosol emissions, of the cars meeting the most recent emission Euro 6d standards, and to investigate the impact of fuel as well as engine and aftertreatment technologies on pollutants at warm and cold ambient temperatures. Studied vehicles were a diesel car with a diesel particulate filter (DPF), two gasoline cars (with and without a gasoline particulate filter (GPF)), and a car using compressed natural gas (CNG). The impact of fuel aromatic content was examined for the diesel car and the gasoline car without the GPF. The results showed that the utilization of exhaust particulate filter was important both in diesel and gasoline cars. The gasoline car without the GPF emitted relatively high concentrations of particles compared to the other technologies but the implementation of the GPF decreased particle emissions, and the potential to form secondary aerosols in atmospheric processes. The diesel car equipped with the DPF emitted low particle number concentrations except during the DPF regeneration events. Aromatic-free gasoline and diesel fuel efficiently reduced exhaust particles. Since the renewal of vehicle fleet is a relatively slow process, changing the fuel composition can be seen as a faster way to affect traffic emissions. [Display omitted] • This study characterized gas and particle emissions from Euro 6d level cars. • Cars represented various engine and after-treatment techniques and fuels. • Exhaust particle filter diminish particle emissions both in diesel and gasoline car. • Aromatic-free gasoline and diesel fuel efficiently reduced exhaust particles. • Fresh exhaust was significantly contributed by 1.2–10 nm particles. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Variable-Drift Diffusion Models of Pedestrian Road-Crossing Decisions
- Author
-
Pekkanen, Jami, Giles, Oscar Terence, Lee, Yee Mun, Madigan, Ruth, Daimon, Tatsuru, Merat, Natasha, and Markkula, Gustav
- Abstract
Human behavior and interaction in road traffic is highly complex, with many open scientific questions of high applied importance, not least in relation to recent development efforts toward automated vehicles. In parallel, recent decades have seen major advances in cognitive neuroscience models of human decision-making, but these models have mainly been applied to simplified laboratory tasks. Here, we demonstrate how variable-drift extensions of drift diffusion (or evidence accumulation) models of decision-making can be adapted to the mundane yet non-trivial scenario of a pedestrian deciding if and when to cross a road with oncoming vehicle traffic. Our variable-drift diffusion models provide a mechanistic account of pedestrian road-crossing decisions, and how these are impacted by a variety of sensory cues: time and distance gaps in oncoming vehicle traffic, vehicle deceleration implicitly signaling intent to yield, as well as explicit communication of such yielding intentions. We conclude that variable-drift diffusion models not only hold great promise as mechanistic models of complex real-world decisions, but that they can also serve as applied tools for improving road traffic safety and efficiency.
- Published
- 2022
- Full Text
- View/download PDF
10. Role of Peripheral Vision in Brake Reaction Time During Safety Critical Events
- Author
-
Sarkar, Abhijit, Alambeigi, Hananeh, McDonald, Anthony, Markkula, Gustav, and Hickman, Jeff
- Abstract
The criticality of a rear end event depends on the brake reaction time (BRT) of the driver. Therefore, distracted driving poses greater threat in such events. Evidence accumulation model (EAM) that uses looming of the lead vehicle as main stimuli has shown significant success in estimating drivers’ BR Ts. It is often argued that drivers collect evidence for braking through peripheral vision, especially during off-road glances, and transition to forward. In this work, we have modeled evidence accumulation as a function of gaze eccentricity for off-road glances while approaching safety critical events. The model is tested with real world crash and near crash event data from SHRP2 naturalistic study. Our model shows that linear relation between gaze eccentricity and evidence accumulation rate during off road glances helps to improve EAM estimation in predicting BRT. We have also shown that brake-light onset does not influence EAM in presence of active looming.
- Published
- 2021
- Full Text
- View/download PDF
11. Continuing rotavirus circulation in children and adults despite high coverage rotavirus vaccination in Finland.
- Author
-
Markkula, Jukka, Hemming-Harlo, Maria, Savolainen-Kopra, Carita, al-Hello, Haider, and Vesikari, Timo
- Subjects
GASTROENTERITIS ,IMMUNIZATION ,RETROVIRUS diseases ,FECES ,ROTAVIRUS vaccines ,GENOTYPES ,ROTAVIRUSES - Abstract
Objectives: To determine occurrence of residual rotavirus (RV) disease in different age groups in Finland after five to nine years of high coverage (≥90%) mass-vaccination with RotaTeqⓇ vaccine, and to examine the vaccine effect on circulating genotypes.Methods: Since 2013 all clinical laboratories in the country were obliged to send RV positive stool samples for typing. RVs were genotyped by RT-PCR for VP7 and VP4 proteins, sequenced and compared to reference strains.Results: RV continued to circulate throughout the study period at low level with a small increase in 2017-2018. There were three age-related clusters: young children representing primary or secondary vaccine failures, school-age children who may not have been vaccinated, and the elderly. Genotype distribution differed from the pre-vaccination period with a steady decline of G1P[8], emergence of G9P[8] and especially more recently G12P[8]. In the elderly, G2P[4] was predominant but was also replaced by G12P[8] in 2017-18.Conclusions: RV vaccination with a high coverage keeps RV disease at low level but does not prevent RV circulation. New RV genotypes have emerged replacing largely the previously predominant G1P[8]. Increase of overall RV activity with emergence of G12P[8] in the latest follow-up season 2017-18 might be a potential alarm sign. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
12. Explaining Diversity and Conflicts in Privacy Behavior Models
- Author
-
Rohunen, Anna, Markkula, Jouni, Heikkilä, Marikka, and Oivo, Markku
- Abstract
ABSTRACTTechnological development and increasing personal data collection and utilization raise the importance of understanding individuals’ privacy behavior. Privacy behavior denotes the willingness to disclose personal data for services utilizing these data. The literature presents various privacy behavior models (PBMs). However, the research is incoherent, with inconsistencies among models. Therefore, the application and subsequent development of PBMs are challenging. Different background theories are used for model construction, and studies have been conducted in distinct application domains. We studied whether the models’ inconsistencies could be explained by these differences. Our in-depth analysis of PBMs was based on a systematic literature review of the most often cited key studies. Our findings indicate that the choice of theories and the application domains do not explain inconsistencies; instead, the models are often of an ad hoc type and constructed in an eclectic way. These results imply the need for more consistent research on privacy behavior.
- Published
- 2020
- Full Text
- View/download PDF
13. Evaluation of surface activity of hot-dip galvanized steel after alkaline cleaning
- Author
-
Saarimaa, Ville, Lange, Carl, Paunikallio, Teemu, Kaleva, Aaretti, Nikkanen, Juha-Pekka, Levänen, Erkki, Väisänen, Pasi, and Markkula, Antti
- Abstract
The surface activity of hot-dip galvanized steel was evaluated after alkaline cleaning by exposing the cleaned specimens in humid supercritical carbon dioxide, followed by extraction and quantification of the formed corrosion products. Different free alkalinities of the cleaning bath were studied to obtain information on the evolution of zinc surface activity at different levels of surface etching. Surface reactivity of uncleaned galvanized steel is restricted and local, with major contributions from grain boundaries and intermetallic particles. Formation of zinc corrosion products took place in uncleaned samples exclusively on and around these sites. Al2O3removal by alkaline cleaning gradually increased the surface activity. The major increase in surface activity was achieved when increasing the free alkalinity from 0.5 to 4.0 mEq/L, which was shown by formation of zinc corrosion products within zinc grains. The surface activity was confirmed by applying a titanium hexafluoride pretreatment on the cleaned panels and measuring the lateral microscale uniformity of the formed layer. The uniformity increased when larger areas of galvanized steel became activated by alkaline cleaning. Reactivity of zinc is rather difficult to quantify when setting up an industrial cleaning sequence for galvanized steel. Controlled exposure of cleaned samples in humid supercritical carbon dioxide, followed by quantification of oxidized zinc, provides a straightforward method to evaluate zinc reactivity.
- Published
- 2020
- Full Text
- View/download PDF
14. Lung-depositing surface area (LDSA) of particles in office spaces around Europe: Size distributions, I/O-ratios and infiltration.
- Author
-
Silvonen, Ville, Salo, Laura, Raunima, Tuomas, Vojtisek-Lom, Michal, Ondracek, Jakub, Topinka, Jan, Schins, Roel P.F., Lepistö, Teemu, Lintusaari, Henna, Saarikoski, Sanna, Barreira, Luis M.F., Hoivala, Jussi, Markkula, Lassi, Kulmala, Ilpo, Vinha, Juha, Karjalainen, Panu, and Rönkkö, Topi
- Abstract
Air pollution, and specifically particulate matter pollution, is one of the greatest dangers to human health. Outdoor air pollution ranks third in causes for premature death. Improving indoor air quality is of immense importance, as the time spent indoors is often much greater than the time spent outdoors. In this experimental study, we evaluate the levels of particle pollution in indoor air in four offices across Europe, compare the indoor particles to outdoor particles and assess where the particles originate from. The measurements were conducted with an Electrical Low-Pressure Impactor (ELPI+) for particles between 6 nm and 1 μm. The chosen metric, lung-deposited particle surface area (LDSA), targets the health impacts of particle pollution. Based on the measurements, we determined that most of the indoor air particles infiltrated from outdoor air, although two of the offices had very limited indoor activity during the measurement campaigns and may not represent typical use. The highest median indoor LDSA concentration during daytime hours was 27.2 μm
2 /cm3 , whereas the lowest was 2.8 μm2 /cm3 . Indoor air in general had lower LDSA concentrations than outdoor air, the corresponding outdoor LDSA concentrations being 35.8 μm2 /cm3 and 9.8 μm2 /cm3 . The particle size ranges which contributed to the highest concentrations were 50–100 nm and 300–500 nm. These size ranges correspond to soot mode and accumulation mode particles, which represent local and regional sources, respectively. Based on this study, limiting particle infiltration is the key factor in keeping indoor air in offices free of lung-depositing particles. • Particle concentrations and size distributions measured inside and outside offices. • Lung-deposited particle surface area (LDSA) in offices is mainly of outdoor origin. • Accumulation and soot mode particles contributed most to sub-1 μm LDSA. • Limiting infiltration is efficient at reducing lung depositing particles in offices. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
15. Molecular reductions in glucokinase activity increase counter-regulatory responses to hypoglycemia in mice and humans with diabetes.
- Author
-
Chakera, Ali J., Hurst, Paul S., Spyer, Gill, Ogunnowo-Bada, Emmanuel O., Marsh, William J., Riches, Christine H., Yueh, Chen-Yu, Markkula, S. Pauliina, Dalley, Jeffrey W., Cox, Roger D., Macdonald, Ian A., Amiel, Stephanie A., MacLeod, Kenneth M., Heisler, Lora K., Hattersley, Andrew T., and Evans, Mark L.
- Abstract
Abstract Objective Appropriate glucose levels are essential for survival; thus, the detection and correction of low blood glucose is of paramount importance. Hypoglycemia prompts an integrated response involving reduction in insulin release and secretion of key counter-regulatory hormones glucagon and epinephrine that together promote endogenous glucose production to restore normoglycemia. However, specifically how this response is orchestrated remains to be fully clarified. The low affinity hexokinase glucokinase is found in glucose-sensing cells involved in glucose homeostasis including pancreatic β-cells and in certain brain areas. Here, we aimed to examine the role of glucokinase in triggering counter-regulatory hormonal responses to hypoglycemia, hypothesizing that reduced glucokinase activity would lead to increased and/or earlier triggering of responses. Methods Hyperinsulinemic glucose clamps were performed to examine counter-regulatory responses to controlled hypoglycemic challenges created in humans with monogenic diabetes resulting from heterozygous glucokinase mutations (GCK-MODY). To examine the relative importance of glucokinase in different sensing areas, we then examined responses to clamped hypoglycemia in mice with molecularly defined disruption of whole body and/or brain glucokinase. Results GCK-MODY patients displayed increased and earlier glucagon responses during hypoglycemia compared with a group of glycemia-matched patients with type 2 diabetes. Consistent with this, glucagon responses to hypoglycemia were also increased in I366F mice with mutated glucokinase and in streptozotocin-treated β-cell ablated diabetic I366F mice. Glucagon responses were normal in conditional brain glucokinase-knockout mice, suggesting that glucagon release during hypoglycemia is controlled by glucokinase-mediated glucose sensing outside the brain but not in β-cells. For epinephrine, we found increased responses in GCK-MODY patients, in β-cell ablated diabetic I366F mice and in conditional (nestin lineage) brain glucokinase-knockout mice, supporting a role for brain glucokinase in triggering epinephrine release. Conclusions Our data suggest that glucokinase in brain and other non β-cell peripheral hypoglycemia sensors is important in glucose homeostasis, allowing the body to detect and respond to a falling blood glucose. Graphical abstract Image 1 HIGHLIGHTS • Reduced glucokinase (GCK) function increases hormonal responses to hypoglycemia. • β-cell GCK is responsible for insulin suppression as blood glucose levels fall. • Brain GCK-mediated hypoglycemia-sensing is involved in epinephrine release. • GCK-mediated glucagon secretion involves GCK that is not located in brain or β-cells. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
16. Complexing P2VP and P2VP-b-PEO with Wedge-Shaped Amphiphiles.
- Author
-
de Jeu, Wim H., Tommi Markkula, Albrecht, Krystyna, Ivanov, Dimitri A., Möller, Martin, and Mourran, Ahmed
- Published
- 2017
- Full Text
- View/download PDF
17. Models of Human Decision-Making as Tools for Estimating and Optimizing Impacts of Vehicle Automation
- Author
-
Markkula, Gustav, Romano, Richard, Madigan, Ruth, Fox, Charles W., Giles, Oscar T., and Merat, Natasha
- Abstract
With the development of increasingly automated vehicles (AVs) comes the increasingly difficult challenge of comprehensively validating these for acceptable, and ideally beneficial, impacts on the transport system. There is a growing consensus that virtual testing, where simulated AVs are deployed in simulated traffic, will be key for cost-effective testing and optimization. The least mature model components in such simulations are those generating the behavior of human agents in or around the AVs. In this paper, human models and virtual testing applications are presented for two example scenarios: (i) a human pedestrian deciding whether to cross a street in front of an approaching automated vehicle, with or without external human–machine interface elements, and (ii) an AV handing over control to a human driver in a critical rear-end situation. These scenarios have received much recent research attention, yet simulation-ready human behavior models are lacking. They are discussed here in the context of existing models of perceptual decision-making, situational awareness, and traffic interactions. It is argued that the human behavior in question might be usefully conceptualized as a number of interrelated decision processes, not all of which are necessarily directly associated with externally observable behavior. The results show that models based on this type of framework can reproduce qualitative patterns of behavior reported in the literature for the two addressed scenarios, and it is demonstrated how computer simulations based on the models, once these have been properly validated, could allow prediction and optimization of AV impacts on traffic flow and traffic safety.
- Published
- 2018
- Full Text
- View/download PDF
18. Using Driver Control Models to Understand and Evaluate Behavioral Validity of Driving Simulators
- Author
-
Markkula, Gustav, Romano, Richard, Jamson, A. Hamish, Pariota, Luigi, Bean, Alex, and Boer, Erwin R.
- Abstract
For a driving simulator to be a valid tool for research, vehicle development, or driver training, it is crucial that it elicits similar driver behavior as the corresponding real vehicle. To assess such behavioral validity, the use of quantitative driver models has been suggested but not previously reported. Here, a task-general conceptual driver model is proposed, along with a taxonomy defining levels of behavioral validity. Based on these theoretical concepts, it is argued that driver models without explicit representations of sensory or neuromuscular dynamics should be sufficient for a model-based assessment of driving simulators in most contexts. As a task-specific example, two parsimonious driver steering models of this nature are developed and tested on a dataset of real and simulated driving in near-limit, low-friction circumstances, indicating a clear preference of one model over the other. By means of closed-loop simulations, it is demonstrated that the parameters of this preferred model can generally be accurately estimated from unperturbed driver steering data, using a simple, open-loop fitting method, as long as the vehicle positioning data are reliable. Some recurring patterns between the two studied tasks are noted in how the model's parameters, fitted to human steering, are affected by the presence or absence of steering torques and motion cues in the simulator.
- Published
- 2018
- Full Text
- View/download PDF
19. Tailoring of Versatile Surface Morphologies on Hot Dip Galvanized Steel in Wet CO2: Aspects on Formation, Barrier Properties, and Utilization as a Substrate for Coatings
- Author
-
Saarimaa, Ville, Kaleva, Aaretti, Nikkanen, Juha-Pekka, Manni, Jere, Lange, Carl, Paunikallio, Teemu, Laihinen, Tero, Heinonen, Saara, Levänen, Erkki, Väisänen, Pasi, and Markkula, Antti
- Abstract
Zinc carbonate and a mixed-phase zinc carbonate were precipitated selectively on hot dip galvanized steel in the presence of CO2and water. The zinc carbonate was precipitated as a uniform layer with cubic superficial appearance, while the mixed-phase zinc carbonate was precipitated as nanowires. The distinct structures could be formed separately or as a dual structure with nanowires on the outermost surface. The barrier properties were improved by the both patina forms; a significant increase in surface hydrophobicity was obtained. The dual patina structure was successfully coated with an organic coating, and the intact wet CO2-induced patina with both structures was confirmed within the coating. The formed carbonates can be further converted to zinc oxide by calcination, preserving the delicate structures, which opens a wide range of potential applications for the nanostructured ZnO in a variety of future electronic and optoelectronic devices.
- Published
- 2018
- Full Text
- View/download PDF
20. EU General Data Protection Regulation: Changes and implications for personal data collecting companies
- Author
-
Tikkinen-Piri, Christina, Rohunen, Anna, and Markkula, Jouni
- Abstract
The General Data Protection Regulation (GDPR) will come into force in the European Union (EU) in May 2018 to meet current challenges related to personal data protection and to harmonise data protection across the EU. Although the GDPR is anticipated to benefit companies by offering consistency in data protection activities and liabilities across the EU countries and by enabling more integrated EU-wide data protection policies, it poses new challenges to companies. They are not necessarily prepared for the changes and may lack awareness of the upcoming requirements and the GDPR's coercive measures. The implementation of the GDPR requirements demands substantial financial and human resources, as well as training of employees; hence, companies need guidance to support them in this transition. The purposes of this study were to compare the current Data Protection Directive 95/46/EC with the GDPR by systematically analysing their differences and to identify the GDPR's practical implications, specifically for companies that provide services based on personal data. This study aimed to identify and discuss the changes introduced by the GDPR that would have the most practical relevance to these companies and possibly affect their data management and usage practices. Therefore, a review and a thematic analysis and synthesis of the article-level changes were carried out. Through the analysis, the key practical implications of the changes were identified and classified. As a synthesis of the results, a framework was developed, presenting 12 aspects of these implications and the corresponding guidance on how to prepare for the new requirements. These aspects cover business strategies and practices, as well as organisational and technical measures.
- Published
- 2018
- Full Text
- View/download PDF
21. FGF21 is a biomarker for mitochondrial translation and mtDNA maintenance disorders.
- Author
-
Lehtonen, Jenni M., Forsström, Saara, Bottani, Emanuela, Viscomi, Carlo, Baris, Olivier R., Isoniemi, Helena, Höckerstedt, Krister, Österlund, Pia, Hurme, Mikko, Jylhävä, Juulia, Leppä, Sirpa, Markkula, Ritva, Heliö, Tiina, Mombelli, Giuliana, Uusimaa, Johanna, Laaksonen, Reijo, Laaksovirta, Hannu, Auranen, Mari, Zeviani, Massimo, and Smeitink, Jan
- Published
- 2016
- Full Text
- View/download PDF
22. Aluepolitiikan kehitysnäkymät kansainvälistä vaikuttavuutta hakien.
- Author
-
MARKKULA, MARKKU
- Published
- 2016
23. A quantitative driver model of pre-crash brake onset and control
- Author
-
Svärd, Malin, Markkula, Gustav, Engström, Johan, Granum, Fredrik, and Bärgman, Jonas
- Abstract
An existing modelling framework is leveraged to create a driver braking model for use in simulations of critical longitudinal scenarios with a slower or braking lead vehicle. The model applies intermittent brake adjustments to minimize accumulated looming prediction error. It is here applied to the simulation of a set of lead vehicle scenarios. The simulation results in terms of brake initiation timing and brake jerk are demonstrated to capture well the specific types of kinematics-dependencies that have been recently reported from naturalistic near-crashes and crashes.
- Published
- 2017
- Full Text
- View/download PDF
24. Causes of Stillbirth in Turku, Finland, 2001–2011
- Author
-
Lehtonen, Tanita, Markkula, Tuomas, Soidinsalo, Pasi, Otonkoski, Saara, and Laine, Jukka
- Abstract
The objective of the study was to examine the causes of stillbirth in the district of Southwest Finland and to assess the importance of postmortem examination and the selection of a suitable classification system for classifying stillbirths. This study is a cohort study where the fetal autopsies were performed in the Department of Pathology at Turku University Hospital, Finland, 2001–2011. Stillbirths from singleton pregnancies at the gestational age of?=?24?+?0 weeks (if unknown, gestational weight?=?500?g) (n?=?98) were selected. In addition, stillbirths from multiple gestations (n?=?6) were also analyzed. The causes of stillbirths were classified according to the Relevant Condition at Death classification system. Maternal risk factors and the role of fetal gestational age and weight for the causes of stillbirth were assessed. The most common causes of singleton stillbirth were lethal congenital anomalies, placental insufficiencies, and constricting loops and knots of the umbilical cord. The cause of singleton stillbirth could be determined for 78% of the cases, leaving 22% unclassified. There were no significant differences in the causes of stillbirth by gestational age or weight. Smoking may increase the incidence of placental abruption (P?0.01). The most common causes of stillbirth in Turku, Finland, are consistent with findings from other high-income countries. With careful postmortem examination and ancillary studies, it is possible to find the cause of stillbirth for most of the cases. Even if the stillbirth is left unexplained, many other harmful conditions can be excluded thus benefiting both the parents and the health care unit.
- Published
- 2017
- Full Text
- View/download PDF
25. Specifying Patterns for Mobile Application Domain Using General Architectural Components.
- Author
-
Bomarius, Frank, Komi-Sirviö, Seija, Mazhelis, Oleksiy, Markkula, Jouni, and Jakobsson, Markus
- Abstract
Software companies adopt patterns as a means to improve architecture and design practices. During recent years, the application of patterns has extended from general software applications to specific problem domains. In a new domain, suitable patterns fitting to the essential design problems in the new context need to be identified. In this paper, we introduce a general architectural model of mobile applications, which can be used to identify and organise essential patterns in mobile-application design process. This model is employed to construct a high-level architecture of a particular application. For each component of the architecture, the model may suggest candidate patterns that can be used for elaborating the component. Subsequently, the results of the design process are used iteratively to further develop the architectural model. The presented model is verified and tested by employing it to address the design problem of supporting multiple user interfaces in a real mobile application product. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
26. Design Patterns and Organisational Memory in Mobile Application Development.
- Author
-
Bomarius, Frank, Komi-Sirviö, Seija, Ahlgren, Riikka, and Markkula, Jouni
- Abstract
Mobile application development is a challenging task for the software companies due to complicated technological and business environments. Patterns have been recognised to be a valuable tool in software development, for they allow design experiences and solutions to be documented systematically and facilitate the communication of design issues. Patterns can be seen as a part of organisational memory, a means to preserve the design knowledge and enable its reuse in later products and projects. In this paper we study how the design patterns can support organisational memory in mobile application design. We present the utilisation of patterns as a dynamic process and analyse their relationship and suitability to the process of organisational memory. As a result, we present a framework, which can be used for supporting and evaluation of patterns as a means for storing organisational memory in software companies. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
27. Applying Patterns for Improving Subcontracting Management.
- Author
-
Meersman, Robert, Tari, Zahir, Herrero, Pilar, Ahlgren, Riikka, Penttilä, Jari, and Markkula, Jouni
- Abstract
This paper studies inter-organizational communication of strategic design information. The focus is on global software subcontracting, where communication problems are common. Software patterns, which have been recognized as a valuable tool in software development, are proposed to be means to facilitate the communication of design information in subcontracting relationship. The position of patterns in subcontracting related processes are studied and the implications of introducing patterns to software subcontracting relationship are analyzed. As a result an evaluation of software patterns' suitability as means for efficient, systematic and explicit communication in managing the subcontracting relationship is presented. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
28. Decrease of Rotavirus Gastroenteritis to a Low Level Without Resurgence for Five Years After Universal RotaTeq Vaccination in Finland
- Author
-
Hemming-Harlo, Maria, Markkula, Jukka, Huhti, Leena, Salminen, Marjo, and Vesikari, Timo
- Published
- 2016
- Full Text
- View/download PDF
29. Intracerebroventricular Catalase Reduces Hepatic Insulin Sensitivity and Increases Responses to Hypoglycemia in Rats
- Author
-
Pauliina Markkula, S., Lyons, David, Yueh, Chen-Yu, Riches, Christine, Hurst, Paul, Fielding, Barbara, Heisler, Lora K., and Evans, Mark L.
- Abstract
Specialized metabolic sensors in the hypothalamus regulate blood glucose levels by influencing hepatic glucose output and hypoglycemic counterregulatory responses. Hypothalamic reactive oxygen species (ROS) may act as a metabolic signal-mediating responses to changes in glucose, other substrates and hormones. The role of ROS in the brain's control of glucose homeostasis remains unclear. We hypothesized that hydrogen peroxide (H2O2), a relatively stable form of ROS, acts as a sensor of neuronal glucose consumption and availability and that lowering brain H2O2with the enzyme catalase would lead to systemic responses increasing blood glucose. During hyperinsulinemic euglycemic clamps in rats, intracerebroventricular catalase infusion resulted in increased hepatic glucose output, which was associated with reduced neuronal activity in the arcuate nucleus of the hypothalamus. Electrophysiological recordings revealed a subset of arcuate nucleus neurons expressing proopiomelanocortin that were inhibited by catalase and excited by H2O2. During hypoglycemic clamps, intracerebroventricular catalase increased glucagon and epinephrine responses to hypoglycemia, consistent with perceived lower glucose levels. Our data suggest that H2O2represents an important metabolic cue, which, through tuning the electrical activity of key neuronal populations such as proopiomelanocortin neurons, may have a role in the brain's influence of glucose homeostasis and energy balance.
- Published
- 2016
- Full Text
- View/download PDF
30. FGF21 is a biomarker for mitochondrial translation and mtDNA maintenance disorders
- Author
-
Lehtonen, Jenni M., Forsström, Saara, Bottani, Emanuela, Viscomi, Carlo, Baris, Olivier R., Isoniemi, Helena, Höckerstedt, Krister, Österlund, Pia, Hurme, Mikko, Jylhävä, Juulia, Leppä, Sirpa, Markkula, Ritva, Heliö, Tiina, Mombelli, Giuliana, Uusimaa, Johanna, Laaksonen, Reijo, Laaksovirta, Hannu, Auranen, Mari, Zeviani, Massimo, Smeitink, Jan, Wiesner, Rudolf J., Nakada, Kazuto, Isohanni, Pirjo, and Suomalainen, Anu
- Published
- 2016
- Full Text
- View/download PDF
31. Embedded Systems Specific Requirements for Choreography Modelling Language Design
- Author
-
Taušan, Nebojša, Markkula, Jouni, Kuvaja, Pasi, and Oivo, Markku
- Abstract
Software companies that develop embedded systems following the principles of service-oriented architecture can anticipate various benefits from choreography modelling. Current choreography modelling languages, however, have a limited applicability in embedded systems development since they are not expressive enough to capture all the choreography-relevant aspects that are typical in this domain. This problem is addressed in this study with the analysis of the needs in embedded systems domain for choreography modelling language. The analysis was guided by design science and relied on expert interviews, company-specific documents, relevant scientific literature and the experts' evaluation of the redesigned choreography modelling language. The main results of the analysis presented in this paper are a) design requirements addressing the limitations of choreography modelling languages for embedded systems development and b) proposals for modelling language implementation technologies. The derived design requirements indicate on choreography-relevant embedded systems development aspects such as the constraint-based access and real-time execution. Modelling language implementation technology proposals include Eclipse modelling framework and Sirius. The feasibility of these results is evaluated by redesigning an existing choreography modelling language based on the derived design requirements, implementing a prototype editor for the redesigned language and by evaluating the redesigned language with experts.
- Published
- 2016
- Full Text
- View/download PDF
32. Cognitive Driver Distraction Improves Straight Lane Keeping: A Cybernetic Control Theoretic Explanation
- Author
-
Boer, Erwin R., Spyridakos, Panagiotis D., Markkula, Gustav M., and Merat, Natasha
- Abstract
Experimental data revealed that drivers performing a visual secondary task exhibited deteriorated lane keeping performance, but that the same drivers performing a cognitive secondary exhibited an improvement in lane keeping compared to baseline driving. In this paper we present a computational cybernetic driver model that characterizes the effect of difference in eye fixation durations between on and off road glances across the three task conditions on straight lane keeping performance. The model uses perceptual cues as control input, maintains internal representations of these cues across fixations through Bayesian updating, and each time a change in cue magnitude is perceived based on mechanisms akin to signal detection theory a change in control is applied. The model is shown to be able to capture the experimental results encouragingly well. The model also sheds light on the relative magnitude of lane keeping performance degradation caused by glancing away from the road and the fact that internal representations are degraded each time a saccade takes place. The adopted approach to modeling driver perception during and across fixations is expected to lead to new insights into the effects that various in-vehicle activities have on driving performance and risk.
- Published
- 2016
- Full Text
- View/download PDF
33. Understanding Cue Utility in Controlled Evasive Driving Manoeuvres: Optimizing Vestibular Cues for Simulator & Human Abilities
- Author
-
Sadraei, E., Romano, R., Advani, S., Jamson, A.H., Chappell, P., Markkula, G., Bean, A., and Boer, E.R.
- Abstract
Most daily driving tasks are of low bandwidth and therefore the relatively slow visual system provides enough cue information to perform the task in a manner that is statistically indistinguishable from reality. On the other hand, evasive maneuvers are of such a high bandwidth that waiting for the visual cues to change is too slow and skilled drivers use steering torques and vestibular motion cues to know how the car is responding in order to make rapid corrective actions. In this study we show for evasive maneuvers on snow and ice, for which we have real world data from skilled test drivers, that the choice of motion cuing algorithm (MCA) settings has a tremendous impact on the saliency of motion cues and their similarity with reality. We demonstrate this by introducing a novel optimization scheme to optimize the classic MCA in the context of an MCA-Simulator-Driver triplet of constraints. We incorporate the following four elements to tune the MCA for a particular maneuver: 1) acceleration profiles of the maneuver observed in reality, 2) vestibular motion perception model, 3) motion envelope constraints of the simulator, and 4) a set of heuristics extracted from the literature about human motion perception (i.e. coherence zones). Including these elements in the tuning process, notwithstanding the easiness of the tuning process, respects motion platform constraints and considers human perception. Moreover the inevitable phase and gain errors arising as a major consequence of MCA are always kept within the human coherence zones, and subsequently are not perceptible as false cues. It is expected that this approach to MCA tuning will increase the transfer of training from simulator to reality for evasive driving maneuvers where students need training most and are most dangerous to perform in reality.
- Published
- 2016
- Full Text
- View/download PDF
34. Open Traffic Data for Future Service Innovation - Addressing the Privacy Challenges of Driving Data.
- Author
-
Rohunen, Anna, Markkula, Jouni, Heikkilä, Marikka, and Heikkilä, Jukka
- Subjects
ACCESS to information ,GOVERNMENT policy ,INFORMATION sharing ,TELECOMMUNICATION traffic ,DATA privacy - Abstract
Following the present open data policies, traffic data are collected and increasingly made openly available by different organizations. Yet, expanding use of mobile technologies with tracking possibilities provides means to collect precise and rich information about individual vehicles and persons in traffic. This personal driving data, combined with other open traffic data, have a great potential for future open service innovation. However, information privacy presents a major challenge for collection and efficient utilization of the data. In this paper, we present a view of the near future development of personal driving data collection and usage for open traffic data production by addressing the privacy challenges. We review the existing privacy behavior models and present our empirical findings from driving data based service pilot studies. Our results show that, despite their privacy concerns, the data subjects are willing to disclose driving data for services, especially for some benefits in return. We identified the following key factors affecting data disclosure: informing of personal data processing, trust in organizations of the service ecosystem, and users' control over their data. Understanding of these factors helps mitigating the users' privacy concerns when personal data based services are designed and production of open data is planned. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
35. Improvement of barrier properties of Cr-free pretreatments for coil-coated products
- Author
-
Saarimaa, Ville, Markkula, Antti, Juhanoja, Jyrki, and Skrifvars, Bengt-Johan
- Abstract
Humidity resistance of pretreated and coil-coated panels was evaluated with a special emphasis on the process parameters that govern the uniformity and barrier properties of hexafluorotitanic acid-based pretreatment layers. Humidity resistance tests showed that good barrier effect was obtained with pretreatments in the coating weight range of about 2–17 mg Ti/m2. It was further verified by rinsing experiments that a fully reacted pretreatment layer is achieved at the very low end of the optimal coating weight range. Increasing the coating weight leads to the formation of precipitated, loosely bonded porous structure, which was detrimental to humidity resistance. In addition to the coating weight, the microscale pretreatment layer uniformity is of utmost importance for good barrier properties. Electron probe microanalysis measurements provide an efficient tool to assess the pretreatment layer uniformity and facilitate monitoring of process adjustments with clear correlation to humidity resistance properties of painted panels. The surface condition of the hot dip-galvanized steel and the material of the application rolls were found to strongly affect the uniformity of the pretreatment layers.
- Published
- 2015
- Full Text
- View/download PDF
36. Recurrent hypoglycemia increases hypothalamic glucose phosphorylation activity in rats.
- Author
-
Osundiji, Mayowa A., Hurst, Paul, Moore, Stephen P., Markkula, S. Pauliina, Yueh, Chen Y., Swamy, Ashwini, Hoashi, Shu, Shaw, Jill S., Riches, Christine H., Heisler, Lora K., and Evans, Mark L.
- Subjects
HYPOGLYCEMIA ,HYPOTHALAMUS ,GLUCOSE ,PHOSPHORYLATION ,LABORATORY rats ,BRAIN stem ,ADRENALINE - Abstract
Abstract: The mechanisms underpinning impaired defensive counterregulatory responses to hypoglycemia that develop in some people with diabetes who suffer recurrent episodes of hypoglycemia are unknown. Previous work examining whether this is a consequence of increased glucose delivery to the hypothalamus, postulated to be the major hypoglycemia-sensing region, has been inconclusive. Here, we hypothesized instead that increased hypothalamic glucose phosphorylation, the first committed intracellular step in glucose metabolism, might develop following exposure to hypoglycemia. We anticipated that this adaptation might tend to preserve glucose flux during hypoglycemia, thus reducing detection of a falling glucose. We first validated a model of recurrent hypoglycemia in chronically catheterized (right jugular vein) rats receiving daily injections of insulin. We confirmed that this model of recurrent insulin-induced hypoglycemia results in impaired counterregulation, with responses of the key counterregulatory hormone, epinephrine, being suppressed significantly and progressively from the first day to the fourth day of insulin-induced hypoglycemia. In another cohort, we investigated the changes in brain glucose phosphorylation activity over 4 days of recurrent insulin-induced hypoglycemia. In keeping with our hypothesis, we found that recurrent hypoglycemia markedly and significantly increased hypothalamic glucose phosphorylation activity in a day-dependent fashion, with day 4 values 2.8 ± 0.6-fold higher than day 1 (P < .05), whereas there was no change in glucose phosphorylation activity in brain stem and frontal cortex. These findings suggest that the hypothalamus may adapt to recurrent hypoglycemia by increasing glucose phosphorylation; and we speculate that this metabolic adaptation may contribute, at least partly, to hypoglycemia-induced counterregulatory failure. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
37. Thin Film Morphologies of Block Copolymers Complexed with Wedge-Shaped Liquid Crystalline Amphiphilic Molecules.
- Author
-
Krystyna Albrecht, Ahmed Mourran, Xiaomin Zhu, Tommi Markkula, Juergen Groll, Uwe Beginn, Wim H. de Jeu, and Martin Moeller
- Published
- 2008
- Full Text
- View/download PDF
38. Driver cognitive distraction detection: Feature estimation and implementation.
- Author
-
Kutila, M. H., Jokela, M., Mäkinen, T., Viitanen, J., Markkula, G., and Victor, T. W.
- Subjects
AUTOMOBILE driving ,AUTOMOBILE drivers' tests ,AUTOMOBILE drivers' records ,VISUAL perception ,COST analysis ,ARITHMETIC ,CALCULATORS ,REAL numbers ,SET theory - Abstract
This article focuses on monitoring a driver's cognitive impairment due to talking to passengers or on a mobile phone, daydreaming, or just thinking about other than driving-related matters. This paper describes an investigation of cognitive distraction, firstly, giving an overall idea of its effects on the driver and, secondly, discussing the practical implementation of an algorithm for detection of cognitive distraction using a support vector machine (SVM) classifier. The evaluation data have been gathered by recruiting 12 professional drivers to drive for approximately 45 min in various environments and inducing cognitive tasks, i.e. arithmetic calculations. According to the prior knowledge and the experimental analysis, gaze, head and lane-keeping variances over a 15 s time window were selected indicative features. The SVM classifier's performance was optimized through exhaustive parameter tuning. The executed tests show that the cognitive workload can be detected with approximately 65-80 per cent confidence despite the fact that the test material represented medium-difficulty cognitive tasks (i.e. the induced workload was not very high). Thus, it could be assumed that a more challenging cognitive task would yield better detection results. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
39. Modeling driver control behavior in both routine and near-accident driving
- Author
-
Markkula, Gustav
- Abstract
Building on ideas from contemporary neuroscience, a framework is proposed in which drivers’ steering and pedal behavior is modeled as a series of individual control adjustments, triggered after accumulation of sensory evidence for the need of an adjustment, or evidence that a previous or ongoing adjustment is not achieving the intended results. Example simulations are provided. Specifically, it is shown that evidence accumulation can account for previously unexplained variance in looming detection thresholds and brake onset timing. It is argued that the proposed framework resolves a discrepancy in the current driver modeling literature, by explaining not only the short-latency, well-tuned, closed-loop type of control of routine driving, but also the degradation into long-latency, ill-tuned open-loop control in more rare, unexpected, and urgent situations such as near-accidents.
- Published
- 2014
- Full Text
- View/download PDF
40. Evidence for a fundamental property of steering
- Author
-
Benderius, Ola and Markkula, Gustav
- Abstract
In this paper, a general and fundamental property of steering is demonstrated: It is shown that steering corrections generally follow bell-shaped profiles of steering rate. The finding is strongly related to what is already known about reachingmovements. Also, a strong linear relationship was found between the maximum steering wheel rate and the steering wheel deflection, something that indicates a constant movement time for the correction. Furthermore, by closer examination of those corrections that cannot be described by a single bell-shaped rate profile, it was found that they typically can be described using two or, in some cases three or four, overlapping profiles, something which relates to superposition of motor primitives.
- Published
- 2014
- Full Text
- View/download PDF
41. Driver behaviour in unexpected critical events and in repeated exposures – a comparison
- Author
-
Benderius, Ola, Markkula, Gustav, Wolff, Krister, and Wahde, Mattias
- Abstract
This paper aims to determine how truck driver steering behaviour seen in repeated exposures to acritical event correlates to the behaviour resulting from an unexpected exposure to the same event. Test subjects were exposed to an unexpected critical event in a high-fidelity driving simulator. Next, a slightly modified version of the scenario was repeated several times for each subject. The driver behaviour was then analysed using standard statistical tests. It was found that, in general, drivers keep most of their steering behaviour characteristics between test settings (unexpected and repeated). This is particularly interesting sincea similar kind of behaviour preservation is generally not found in the case of brakingbehaviour. In fact, onlyone significant difference was found between the two test settings, namely regarding time-to-collision at steering initiation. In experiments involving both an unexpected event and several repeated events one can,at least in some cases, design the repeated event such that behavioural data collected from that setting can beused along with data from the unexpected setting. Using this procedure, one can significantly increase the amount of collected data, something that can strongly benefit, for example, driver modelling.
- Published
- 2014
- Full Text
- View/download PDF
42. Diskursen om den svenska skolsköterskans hälsostödjande arbete i kvalitativ forskning: En kvalitativ metasyntes
- Author
-
Markkula, Veronika and Muhli, Ulla Hellström
- Abstract
Aim: The aim of this systematic literature review, a meta-synthesis, was to understand and make visible the prevailing discourse of the school nurse within current nursing research published between 1999 and 2009;.Background: The school nurse's position in school health care is currently unclear and the school health care does not seem to live up to society's expectations of it. There is also a lack of collective strategies to achieve the objectives of school health services.Methods: The search for published studies was conducted in the databases Cinahl and Medline and by manual additions. Data set (24 included studies), were analyzed qualitatively (Discourse analysis) by careful reading, interpretation for deeper analysis and a synthesis.Findings: Three discursive concepts were formulated that together formed the discourse of the school nurse: (i) the discourse of caring, (ii) the professional discourse, and (iii) the institutional discourse.Conclusion: The discourse expresses ideas about the school nurse as in possession of skills and abilities that are not fully expressed. This indicates a dilemma between ambition and actual conditions. An implication for school health services is to clarify the school nurses tasks to facilitate the prioritization of time instead of vague terms of responsibility.
- Published
- 2013
- Full Text
- View/download PDF
43. Flotillin-1 (Reggie-2) Contributes to Chlamydia pneumoniae Growth and Is Associated with Bacterial Inclusion
- Author
-
Korhonen, Juha T., Puolakkainen, Mirja, Häivälä, Reetta, Penttilä, Tuula, Haveri, Anu, Markkula, Eveliina, and Lahesmaa, Riitta
- Abstract
Chlamydiae are obligate intracellular pathogens replicating only inside the eukaryotic host. Here, we studied the effect of human flotillin-1 protein on Chlamydia pneumoniae growth in human line (HL) and A549 epithelial cell lines. RNA interference was applied to disrupt flotillin-1-mediated endocytosis. Host-associated bacteria were detected by quantitative PCR, and C. pneumoniae growth was evaluated by inclusion counts. C. pneumoniae attachment to host cells was unaffected, but bacterial intracellular growth was attenuated in the flotillin-1-silenced cells. By using confocal microscopy, we detected flotillin-1 colocalized with the inclusion membrane protein A (IncA) in the C. pneumoniae inclusion membranes. In addition, flotillin-1 was associated with IncA in detergent-resistant membrane microdomains (DRMs) in biochemical fractioning. These results suggest that flotillin-1 localizes to the C. pneumoniae inclusion membrane and plays an important role for intracellular growth of C. pneumoniae.
- Published
- 2012
44. Flotillin-1 (Reggie-2) Contributes to Chlamydia pneumoniaeGrowth and Is Associated with Bacterial Inclusion
- Author
-
Korhonen, Juha T., Puolakkainen, Mirja, Häivälä, Reetta, Penttilä, Tuula, Haveri, Anu, Markkula, Eveliina, and Lahesmaa, Riitta
- Abstract
Chlamydiaeare obligate intracellular pathogens replicating only inside the eukaryotic host. Here, we studied the effect of human flotillin-1 protein on Chlamydia pneumoniaegrowth in human line (HL) and A549 epithelial cell lines. RNA interference was applied to disrupt flotillin-1-mediated endocytosis. Host-associated bacteria were detected by quantitative PCR, and C. pneumoniaegrowth was evaluated by inclusion counts. C. pneumoniaeattachment to host cells was unaffected, but bacterial intracellular growth was attenuated in the flotillin-1-silenced cells. By using confocal microscopy, we detected flotillin-1 colocalized with the inclusion membrane protein A (IncA) in the C. pneumoniaeinclusion membranes. In addition, flotillin-1 was associated with IncA in detergent-resistant membrane microdomains (DRMs) in biochemical fractioning. These results suggest that flotillin-1 localizes to the C. pneumoniaeinclusion membrane and plays an important role for intracellular growth of C. pneumoniae.
- Published
- 2012
- Full Text
- View/download PDF
45. Listeria monocytogenesSerotypes 1/2c and 3c Possess inlH
- Author
-
Markkula, Annukka, Lindström, Miia, and Korkeala, Hannu
- Abstract
AbstractTo examine the serotype specificity of inlH, which encodes the virulence-associated surface protein InlH related to the intracellular survival of Listeria monocytogenesin mice, the presence of inlHin 337 L. monocytogenesstrains, representing 11 different serotypes, was studied. A total of 106 strains representing 3 serotypes and 14 pulsed-field gel electrophoresis (PFGE) types were positive for inlHby polymerase chain reaction. inlHwas present in all 99 serotype 1/2c and 3 serotype 3c strains. Moreover, 4 out of 129 (3%) serotype 1/2a strains carried inlH.All 106 strains representing serotypes 1/2b, 3a, 3b, 4a, 4b, 4c, 4d, and 7 and 125 out of 129 (97%) serotype 1/2a strains were inlH-negative. The coding sequences of the inlHgenes of eight L. monocytogenesstrains representing three serotypes and five PFGE types were identical. These results suggest that inlHis specifically present in serotype 1/2c, 3c, and a small fraction of 1/2a L. monocytogenesstrains and exists as a single allele.
- Published
- 2011
- Full Text
- View/download PDF
46. Chlamydia pneumoniaeInfection in Polarized Epithelial Cell Lines
- Author
-
Törmäkangas, Liisa, Markkula, Eveliina, Lounatmaa, Kari, and Puolakkainen, Mirja
- Abstract
ABSTRACTWe set up a polarized cell culture model to study the pathogenicity of a common respiratory tract pathogen, Chlamydia pneumoniae. Immunofluorescence staining of ZO-1 (a tight junction protein) and Na+K+ATPase (a protein pump localized at the basolateral membrane in the polarized epithelial cells), as well as TER measurements, suggested that the filter-grown Calu-3 cells, but not the A549 cells, were polarized when grown on collagen-coated membranes. Both the flat and the filter-grown cultures were infected with C. pneumoniae. Infection in the polarized Calu-3 cultures produced more C. pneumoniaegenome equivalents than infection in the flat cultures. However, this progeny was not as infective as that in the flat cultures. The maximum amount of C. pneumoniaewas detected at 6 days postinfection in the filter-grown A549 cells, indicating a slower developmental cycle than that observed in the flat A549 cultures. The effect of cycloheximide on the growth of C. pneumoniaein the polarized cells was negligible. Furthermore, the infection in the polarized Calu-3 cells was resistant to doxycycline, and several cytokines were released mainly on the apical side of the polarized cells in response to C. pneumoniaeinfection. These findings indicate that the growth of chlamydiae was altered in the filter-grown epithelial culture system. The diminished production of infective progeny of C. pneumoniae, together with the resistance to doxycycline and polarized secretion of cytokines from the infected Calu-3 cells, suggests that this model is useful for examining epithelial cell responses to C. pneumoniaeinfection, and it might better resemble in vivoinfection in respiratory epithelial cells.
- Published
- 2010
- Full Text
- View/download PDF
47. Chlamydia pneumoniae Infection in Polarized Epithelial Cell Lines
- Author
-
Törmäkangas, Liisa, Markkula, Eveliina, Lounatmaa, Kari, and Puolakkainen, Mirja
- Abstract
We set up a polarized cell culture model to study the pathogenicity of a common respiratory tract pathogen, Chlamydia pneumoniae. Immunofluorescence staining of ZO-1 (a tight junction protein) and Na+K+ATPase (a protein pump localized at the basolateral membrane in the polarized epithelial cells), as well as TER measurements, suggested that the filter-grown Calu-3 cells, but not the A549 cells, were polarized when grown on collagen-coated membranes. Both the flat and the filter-grown cultures were infected with C. pneumoniae. Infection in the polarized Calu-3 cultures produced more C. pneumoniae genome equivalents than infection in the flat cultures. However, this progeny was not as infective as that in the flat cultures. The maximum amount of C. pneumoniae was detected at 6 days postinfection in the filter-grown A549 cells, indicating a slower developmental cycle than that observed in the flat A549 cultures. The effect of cycloheximide on the growth of C. pneumoniae in the polarized cells was negligible. Furthermore, the infection in the polarized Calu-3 cells was resistant to doxycycline, and several cytokines were released mainly on the apical side of the polarized cells in response to C. pneumoniae infection. These findings indicate that the growth of chlamydiae was altered in the filter-grown epithelial culture system. The diminished production of infective progeny of C. pneumoniae, together with the resistance to doxycycline and polarized secretion of cytokines from the infected Calu-3 cells, suggests that this model is useful for examining epithelial cell responses to C. pneumoniae infection, and it might better resemble in vivo infection in respiratory epithelial cells.
- Published
- 2010
48. Compressive Behavior of Pyramidal, Tetrahedral, and Strut‐Reinforced Tetrahedral ABS and Electroplated Cellular Solids
- Author
-
Markkula, Samuel, Storck, Steven, Burns, Devin, and Zupan, Marc
- Abstract
Fused deposition modeling combined with electroplating provides a novel manufacturing methodology for building low relative density engineered cellular topologies. Here the mechanical performance of tetrahedral, pyramidal, and strut‐reinforced tetrahedral cellular solids manufactured from multiphase nickel‐copper‐ABS is studied. The novel processing and geometric optimization places these engineered topologies into an unoccupied location in the material universe.
- Published
- 2009
- Full Text
- View/download PDF
49. Suomen ruotsinkielisten nuorten juomatavat Pohjanmaalla ja pääkaupunki- seudulla - vertailu suomenkielisiin.
- Author
-
Tigerstedt, Christoffer, Markkula, Jaana, Karlsson, Thomas, Jokela, Jukka, and Pietikäinen, Minna
- Abstract
There is some research evidence which suggests that drinking habits among Swedish-speaking Finns differ from those of Finnish-speaking Finns. The limited literature on this subject routinely lumps the minority of Swedish-speaking Finns into one single group. The assumption is that drinking habits in the Swedish-speaking population are less damaging to health than drinking habits in the Finnish-speaking majority. In this study we use data from the nationwide School Health Promotion Study, which in principle covers all pupils in the 8th and 9th grade of comprehensive school and the 1st and 2nd grade of upper secondary school. We chose to focus on two areas with a sufficiently large number of Swedish-speaking residents and, by tradition, different drinking habits, i.e. Ostrobothnia and the metropolitan Helsinki area. All in all, the data consist of 5,698 Swedish-speaking and 29,708 Finnish-speaking adolescents aged Ca. 14-18. The results show that when the populations from the two areas are taken together, there are indeed differences between the two language groups. The almost ten-year downward trend in youthful drinking in Finland is clearly attributable to Finnish-speaking youth. This is also true for the reductions seen in frequent drinking and binge drinking. In a comparison of Ostrobothnia and the metropolitan Helsinki area, it turns out that the differences between Swedish-speaking youngsters are considerable: abstention, less frequent drinking and less binge drinking are clearly more prevalent in Ostrobothnia than in the Helsinki area. By comparison, the Finnish-speaking adolescents in the two regions differ less clearly from each other. Conspicuous subgroups within the Swedish-speaking minority are the binge drinking upper secondary students in the Helsinki area, the abstaining girls from comprehensive schools in the almost exclusively Swedish-speaking Ostrobothnian municipalities, and the abstaining youngsters from the "bible zone" in Ostrobothnia. In contrast to earlier findings, we found that in Ostrobothnia the drinking habits of the two language groups are quite similar. [ABSTRACT FROM AUTHOR]
- Published
- 2008
50. Raw and Processed Fish Show Identical Listeria monocytogenesGenotypes with Pulsed-Field Gel Electrophoresis
- Author
-
Markkula, Annukka, Autio, Tiina, Lundén, Janne, and Korkeala, Hannu
- Abstract
A total of 257 raw fish samples at two different sites were examined for the presence of Listeria monocytogenes. The prevalence of L. monocytogeneswas 4%. From 11 positive samples, nine different L. monocytogenespulsed-field gel electrophoresis genotypes were recovered. From nine pulsotypes recovered from raw fish and 32 pulsotypes shown by 101 fish product isolates, two raw fish and fish product pulsotypes were indistinguishable from each other. Although the prevalence of L. monocytogenesin raw fish is low, the range of L. monocytogenesstrains entering the processing plant in large amounts of raw material is wide. This indicates that the raw material is an important initial contamination source of L. monocytogenesin fish processing plants. This postulation is supported by the identical pulsotypes recovered from both raw and processed fish. Some L. monocytogenesstrains entering a plant may thus contaminate and persist in the processing environment, causing recurrent contamination of the final products via processing machines.
- Published
- 2005
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.