TY - JOUR A1 - Fisser, Henrik A1 - Khorsandi, Ehsan A1 - Wegmann, Martin A1 - Baier, Frank T1 - Detecting moving trucks on roads using Sentinel-2 data JF - Remote Sensing N2 - In most countries, freight is predominantly transported by road cargo trucks. We present a new satellite remote sensing method for detecting moving trucks on roads using Sentinel-2 data. The method exploits a temporal sensing offset of the Sentinel-2 multispectral instrument, causing spatially and spectrally distorted signatures of moving objects. A random forest classifier was trained (overall accuracy: 84%) on visual-near-infrared-spectra of 2500 globally labelled targets. Based on the classification, the target objects were extracted using a developed recursive neighbourhood search. The speed and the heading of the objects were approximated. Detections were validated by employing 350 globally labelled target boxes (mean F\(_1\) score: 0.74). The lowest F\(_1\) score was achieved in Kenya (0.36), the highest in Poland (0.88). Furthermore, validated at 26 traffic count stations in Germany on in sum 390 dates, the truck detections correlate spatio-temporally with station figures (Pearson r-value: 0.82, RMSE: 43.7). Absolute counts were underestimated on 81% of the dates. The detection performance may differ by season and road condition. Hence, the method is only suitable for approximating the relative truck traffic abundance rather than providing accurate absolute counts. However, existing road cargo monitoring methods that rely on traffic count stations or very high resolution remote sensing data have limited global availability. The proposed moving truck detection method could fill this gap, particularly where other information on road cargo traffic are sparse by employing globally and freely available Sentinel-2 data. It is inferior to the accuracy and the temporal detail of station counts, but superior in terms of spatial coverage. KW - Sentinel-2 KW - truck detection KW - road traffic KW - machine learning Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-267174 SN - 2072-4292 VL - 14 IS - 7 ER - TY - JOUR A1 - Usman, Muhammad A1 - Reimann, Thomas A1 - Liedl, Rudolf A1 - Abbas, Azhar A1 - Conrad, Christopher A1 - Saleem, Shoaib T1 - Inverse parametrization of a regional groundwater flow model with the aid of modelling and GIS: test and application of different approaches JF - ISPRS International Journal of Geo-Information N2 - The use of inverse methods allow efficient model calibration. This study employs PEST to calibrate a large catchment scale transient flow model. Results are demonstrated by comparing manually calibrated approaches with the automated approach. An advanced Tikhonov regularization algorithm was employed for carrying out the automated pilot point (PP) method. The results indicate that automated PP is more flexible and robust as compared to other approaches. Different statistical indicators show that this method yields reliable calibration as values of coefficient of determination (R-2) range from 0.98 to 0.99, Nash Sutcliffe efficiency (ME) range from 0.964 to 0.976, and root mean square errors (RMSE) range from 1.68 m to 1.23 m, for manual and automated approaches, respectively. Validation results of automated PP show ME as 0.969 and RMSE as 1.31 m. The results of output sensitivity suggest that hydraulic conductivity is a more influential parameter. Considering the limitations of the current study, it is recommended to perform global sensitivity and linear uncertainty analysis for the better estimation of the modelling results. KW - pilot-point-approach KW - inverse parameterization KW - groundwater KW - sensitivity analysis KW - tikhonov regularization KW - PEST Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-175721 VL - 7 IS - 1 ER - TY - JOUR A1 - Niemack, Juliane T1 - Schutzfaktoren bei Kindern vor dem Übergang in die Sekundarstufe – Ergebnisse aus der STRESSStudie JF - Diskurs Kindheits- und Jugendforschung / Discourse. Journal of Childhood and Adolescence Research N2 - Der Übergang in die Sekundarstufe stellt für Kinder ein normativ kritisches Lebensereignis dar, das unterschiedlich bewertet und bewältigt wird. Der vorliegende Beitrag befasst sich mit der Frage, welche Schutzfaktoren dazu beitragen, dass Kinder dem Übergang mit Gefühlen der Vorfreude begegnen und sie dieses Ereignis problemorientiert bewältigen. Untersucht werden 596 ViertklässlerInnen aus Bayern und Hessen vor dem Übergang in die Sekundarstufe. In Anlehnung an die kognitiv-transaktionale Theorie von Lazarus und Folkman (1984) werden die Zusammenhänge von primärer Bewertung als Herausforderung und problemorientierter Stressbewältigung unter Berücksichtigung von personalen (akademisches Selbstkonzept, Selbstwirksamkeit) und sozialen Schutzfaktoren (Familienzusammenhalt, allgemeines förderndes Elternverhalten) analysiert. Mithilfe von Strukturgleichungsmodellen lassen sich Mediationseffekte der Schutzfaktoren nachweisen. Insbesondere das akademische Selbstkonzept und ein förderliches Familienumfeld erweisen sich als bedeutsame protektive Faktoren in der Phase vor dem Übergang. N2 - Transition to secondary school constitutes a normative critical life event for children, which is evaluated and managed individually. The present study focuses on the role of protective factors helping children to approach this transition with emotions of pleasant anticipation and problem-focused coping. 596 fourth graders from Bavaria and Hesse were examined prior to their transition to secondary school. Referring to the cognitive-transactional theory from Lazarus and Folkman (1984), correlations between primary appraisal as a challenge and problem-focused coping in consideration of personal (academic self-concept, self-efficacy) and social protective factors (family cohesion, general supportive parent behavior) have been analyzed. Using structural equation models, the mediation effects of protective factors can be confirmed. Academic self-concept and a supportive family environment particularly proved to be protective factors prior to the transition. T2 - Protective Factors of Children prior to the Transition to Secondary School – Results from the STRESSStudy KW - Übergang KW - kognitiv-transaktionale Theorie KW - Stress KW - Schutzfaktoren KW - transition KW - cognitive-transactional theory KW - stress KW - protective factors Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-268788 VL - 2019 IS - 1 ER - TY - JOUR A1 - Lüke, Carina A1 - Ritterfeld, Ute A1 - Liszkowski, Ulf T1 - In bilinguals' hands: identification of bilingual, preverbal infants at risk for language delay JF - Frontiers in Pediatrics N2 - Studies with monolingual infants show that the gestural behavior of 1–2-year-olds is a strong predictor for later language competencies and, more specifically, that the absence of index-finger pointing at 12 months seems to be a valid indicator for risk of language delay (LD). In this study a lack of index-finger pointing at 12 months was utilized as diagnostic criterion to identity infants with a high risk for LD at 24 months in a sample of 42 infants growing up bilingually. Results confirm earlier findings from monolinguals showing that 12-month-olds who point with the extended index finger have an advanced language status at 24 months and are less likely language delayed than infants who only point with the whole hand and do not produce index-finger points at 12 months. KW - gesture KW - pointing KW - language delay KW - language acquisition KW - bilingualism Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-276639 SN - 2296-2360 VL - 10 ER - TY - JOUR A1 - Thalhammer, Johanna T1 - L’art de bien chanter und Von der Kunst zierlich zu singen und zu spielen – Eine kontrastive Analyse von Texten der musikalischen Fachsprache im 18. Jahrhundert anhand von Auszügen aus Code de musique pratique, Rameau (1760) und Der vollkommene Capellmeister, Mattheson (1739) JF - promptus - Würzburger Beiträge zur Romanistik N2 - This article is an analysis and a comparison of German and French special language of music in the 18th century, more precisely about the terms used to describe the activity of singing. The analysis is based on two treatises about music theory. The first writing, Der Vollkommene Capellmeister, was written by Johann Mattheson in 1739 and the second, Code de musique pratique by Jean-Philippe Rameau was published in 1760. Both texts contain a chapter which gives explanations how to sing. The treatises include different types of technical words: specific terms easy identified as special language terms like names of ornaments in the music, special verbs standing for singing, and words and anaphors to describe tonality and dynamics. By having a look on the terms of music language, the influence of Italian and French words on German vocabulary of music becomes obvious. The vocabulary is often similar in both languages, but not always defined as a part of the special language of music. KW - special language of music KW - contrastive analysis of languages KW - vocabulary of singing KW - Mattheson KW - Rameau Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-172958 SN - 2510-2613 VL - 3 ER - TY - JOUR A1 - Schöch, Christof T1 - Interview mit Prof. Dr. Christof Schöch JF - promptus - Würzburger Beiträge zur Romanistik N2 - Interview mit Prof. Dr. Christof Schöch KW - Interview Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-235128 VL - 6 ER - TY - JOUR A1 - Goldmann, Julius A1 - Hesselbach, Robert T1 - Interview mit Prof. Dr. Kai Nonnenmacher JF - promptus - Würzburger Beiträge zur Romanistik N2 - Interview mit Prof. Dr. Kai Nonnenmacher KW - Interview KW - Karriere KW - Wissenschaftlicher Nachwuchs Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-187942 SN - 2364-6705 VL - 4 ER - TY - JOUR A1 - Prifti, Elton T1 - Interview mit Prof. Dr. Elton Prifti JF - promptus - Würzburger Beiträge zur Romanistik N2 - Interview mit Prof. Dr. Elton Prifti KW - Sprachwissenschaft KW - Interview Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-251395 SN - 2364-6705 VL - 7 ER - TY - JOUR A1 - Döllinger, Nina A1 - Wolf, Erik A1 - Mal, David A1 - Wenninger, Stephan A1 - Botsch, Mario A1 - Latoschik, Marc Erich A1 - Wienrich, Carolin T1 - Resize Me! Exploring the user experience of embodied realistic modulatable avatars for body image intervention in virtual reality JF - Frontiers in Virtual Reality N2 - Obesity is a serious disease that can affect both physical and psychological well-being. Due to weight stigmatization, many affected individuals suffer from body image disturbances whereby they perceive their body in a distorted way, evaluate it negatively, or neglect it. Beyond established interventions such as mirror exposure, recent advancements aim to complement body image treatments by the embodiment of visually altered virtual bodies in virtual reality (VR). We present a high-fidelity prototype of an advanced VR system that allows users to embody a rapidly generated personalized, photorealistic avatar and to realistically modulate its body weight in real-time within a carefully designed virtual environment. In a formative multi-method approach, a total of 12 participants rated the general user experience (UX) of our system during body scan and VR experience using semi-structured qualitative interviews and multiple quantitative UX measures. Using body weight modification tasks, we further compared three different interaction methods for real-time body weight modification and measured our system’s impact on the body image relevant measures body awareness and body weight perception. From the feedback received, demonstrating an already solid UX of our overall system and providing constructive input for further improvement, we derived a set of design guidelines to guide future development and evaluation processes of systems supporting body image interventions. KW - virtual reality KW - avatar embodiment KW - user experience KW - body awareness KW - body weight perception KW - body weight modification KW - body image disturbance KW - eating and body weight disorders Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-292940 SN - 2673-4192 VL - 3 ER - TY - JOUR A1 - Kim, Brandon J. A1 - Shusta, Eric V. A1 - Doran, Kelly S. T1 - Past and current perspectives in modeling bacteria and blood–brain barrier interactions JF - Frontiers in Microbiology N2 - The central nervous system (CNS) barriers are highly specialized cellular barriers that promote brain homeostasis while restricting pathogen and toxin entry. The primary cellular constituent regulating pathogen entry in most of these brain barriers is the brain endothelial cell (BEC) that exhibits properties that allow for tight regulation of CNS entry. Bacterial meningoencephalitis is a serious infection of the CNS and occurs when bacteria can cross specialized brain barriers and cause inflammation. Models have been developed to understand the bacterial – BEC interaction that lead to pathogen crossing into the CNS, however, these have been met with challenges due to these highly specialized BEC phenotypes. This perspective provides a brief overview and outlook of the in vivo and in vitro models currently being used to study bacterial brain penetration, and opinion on improved models for the future. KW - bacteria KW - blood–brain barrier KW - meningitis KW - stem cells KW - brain endothelial cell Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-201766 VL - 10 IS - 1336 ER - TY - JOUR A1 - Krieter, Detlef H. A1 - Kerwagen, Simon A1 - Rüth, Marieke A1 - Lemke, Horst-Dieter A1 - Wanner, Christoph T1 - Differences in dialysis efficacy have limited effects on protein-bound uremic toxins plasma levels over time JF - Toxins N2 - The protein-bound uremic toxins para-cresyl sulfate (pCS) and indoxyl sulfate (IS) are associated with cardiovascular disease in chronic renal failure, but the effect of different dialysis procedures on their plasma levels over time is poorly studied. The present prospective, randomized, cross-over trial tested dialysis efficacy and monitored pre-treatment pCS and IS concentrations in 15 patients on low-flux and high-flux hemodialysis and high-convective volume postdilution hemodiafiltration over six weeks each. Although hemodiafiltration achieved by far the highest toxin removal, only the mean total IS level was decreased at week three (16.6 ± 12.1 mg/L) compared to baseline (18.9 ± 13.0 mg/L, p = 0.027) and to low-flux dialysis (20.0 ± 12.7 mg/L, p = 0.021). At week six, the total IS concentration in hemodiafiltration reached the initial values again. Concentrations of free IS and free and total pCS remained unaltered. Highest beta2-microglobulin elimination in hemodiafiltration (p < 0.001) led to a persistent decrease of the plasma levels at week three and six (each p < 0.001). In contrast, absent removal in low-flux dialysis resulted in rising beta2-microglobulin concentrations (p < 0.001). In conclusion, this trial demonstrated that even large differences in instantaneous protein-bound toxin removal by current extracorporeal dialysis techniques may have only limited impact on IS and pCS plasma levels in the longer term. KW - protein-bound uremic toxins KW - end-stage renal disease KW - hemodialysis KW - hemodiafiltration KW - dialysis adequacy Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-201770 VL - 11 IS - 4 ER - TY - JOUR A1 - Dumic, Emil A1 - Bjelopera, Anamaria A1 - Nüchter, Andreas T1 - Dynamic point cloud compression based on projections, surface reconstruction and video compression JF - Sensors N2 - In this paper we will present a new dynamic point cloud compression based on different projection types and bit depth, combined with the surface reconstruction algorithm and video compression for obtained geometry and texture maps. Texture maps have been compressed after creating Voronoi diagrams. Used video compression is specific for geometry (FFV1) and texture (H.265/HEVC). Decompressed point clouds are reconstructed using a Poisson surface reconstruction algorithm. Comparison with the original point clouds was performed using point-to-point and point-to-plane measures. Comprehensive experiments show better performance for some projection maps: cylindrical, Miller and Mercator projections. KW - 3DTK toolkit KW - map projections KW - point cloud compression KW - point-to-point measure KW - point-to-plane measure KW - Poisson surface reconstruction KW - octree Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-252231 SN - 1424-8220 VL - 22 IS - 1 ER - TY - JOUR A1 - Geissler, Julia A1 - Werner, Elisabeth A1 - Dworschak, Wolfgang A1 - Romanos, Marcel A1 - Ratz, Christoph T1 - Freiheitsentziehende Maßnahmen in bayerischen Heimeinrichtungen für Kinder, Jugendliche und junge Volljährige mit Intelligenzminderung JF - Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie N2 - Fragestellung: In Bayern leben etwa 10 % aller jungen Menschen mit Intelligenzminderung in Heimeinrichtungen. 2016 wurde in Presseberichten der Vorwurf unzulässiger freiheitsentziehender Maßnahmen formuliert. Im Rahmen des Projekts REDUGIA wurde in bayerischen Heimeinrichtungen eine repräsentative Erhebung zu freiheitsentziehenden Maßnahmen (FeM), herausforderndem Verhalten (hfV) und der Mitarbeiterbelastung (MaB) durchgeführt. Methodik: 65 Einrichtungen für junge Menschen mit Intelligenzminderung in Bayern wurde ein Fragebogen zu strukturellen Gegebenheiten sowie MaB, hfV und FeM zugesendet. Neben deskriptiven Auswertungen wurden korrelative Analysen bzw. Regressionsanalysen zum Zusammenhang zwischen hfV, FeM und MaB durchgeführt. Ergebnisse: Es wurden Daten zu 1839 Personen in 61 Einrichtungen erhoben. 84.3 % der Einrichtungen berichteten geringe Raten an hfV und FeM, während 15.7 % ein gehäuftes Vorkommen von hfV und FeM angaben. Auf n = 1809 Vollzeitäquivalente kam es innerhalb von 14 Tagen zu 639 körperlichen Angriffen durch Bewohner_innen. In 12 Monaten wurden problemverhaltensassoziiert 85 Krankmeldungen sowie 33 Versetzungsanträge/Kündigungen berichtet. Es zeigte sich ein signifikant positiver Zusammenhang zwischen hfV und FeM (R² = .307, F = 21.719, p < .001). Die Mitarbeiterbelastung korrelierte positiv mit hfV (r = .507, p < .001). Schlussfolgerungen: Die Studienbefunde weisen darauf hin, dass hfV sowie FeM bei jungen Menschen mit Intelligenzminderung kein flächendeckendes Phänomen darstellen, sondern sich auf wenige spezialisierte Einrichtungen fokussieren. Mögliche Maßnahmen zur Prävention von Problemverhalten und Freiheitsentzug werden diskutiert. N2 - Objective: In Bavaria, around 10 % of youths with an intellectual disability (ID) live in residential facilities. In 2015, media raised accusations of inadmissible use of coercive measures. The REDUGIA project carried out a representative survey in Bavarian facilities regarding coercive measures (FeM), challenging behavior (hfV), and employee stress (MaB). Method: We sent a questionnaire concerning structural conditions, MaB, hfV and FeM to 65 Bavarian facilities for young people with ID. In addition to preparing descriptive evaluations, we performed correlative and regression analyses concerning the relationship between hfV, FeM, and MaB. Results: We retrieved data from 1,839 subjects in 61 facilities. 84.3 % of facilities reported low rates of hfV and FeM, while 15.7 % reported an increased incidence of hfV and FeM. For n = 1809 full-time position equivalents there were 639 physical attacks by residents over the course of 14 days. We observed 85 instances of sick leave and 33 transfer apllications/resignation associated with hfV. The frequency of hfV predicted the frequency of FeM (R² = 0.307, F = 21.719, p < .001). MaB correlated positively with hfV (r = 0.507, p < .001). Conclusions: The descriptive data indicate that hfV and FeM are not general phenomena but occur mainly in a circumscript number of highly specialized facilities. This emphasizes the need for prevention of hfV and FeM. T2 - Freedom-restricting measures in Bavarian residential facilities for children, adolescents, and young adults with intellectual disabilities KW - Geistige Behinderung KW - herausforderndes Verhalten KW - freiheitsentziehende Maßnahmen KW - Heimeinrichtungen KW - Mitarbeiterbelastung KW - intellectual disability KW - challenging behavior KW - coercive measures KW - residential institutions KW - employee stress Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-244859 SN - 1422-4917 SN - 1664-2880 VL - 49 IS - 4 ER - TY - JOUR A1 - Madeira, Octavia A1 - Gromer, Daniel A1 - Latoschik, Marc Erich A1 - Pauli, Paul T1 - Effects of Acrophobic Fear and Trait Anxiety on Human Behavior in a Virtual Elevated Plus-Maze JF - Frontiers in Virtual Reality N2 - The Elevated Plus-Maze (EPM) is a well-established apparatus to measure anxiety in rodents, i.e., animals exhibiting an increased relative time spent in the closed vs. the open arms are considered anxious. To examine whether such anxiety-modulated behaviors are conserved in humans, we re-translated this paradigm to a human setting using virtual reality in a Cave Automatic Virtual Environment (CAVE) system. In two studies, we examined whether the EPM exploration behavior of humans is modulated by their trait anxiety and also assessed the individuals’ levels of acrophobia (fear of height), claustrophobia (fear of confined spaces), sensation seeking, and the reported anxiety when on the maze. First, we constructed an exact virtual copy of the animal EPM adjusted to human proportions. In analogy to animal EPM studies, participants (N = 30) freely explored the EPM for 5 min. In the second study (N = 61), we redesigned the EPM to make it more human-adapted and to differentiate influences of trait anxiety and acrophobia by introducing various floor textures and lower walls of closed arms to the height of standard handrails. In the first experiment, hierarchical regression analyses of exploration behavior revealed the expected association between open arm avoidance and Trait Anxiety, an even stronger association with acrophobic fear. In the second study, results revealed that acrophobia was associated with avoidance of open arms with mesh-floor texture, whereas for trait anxiety, claustrophobia, and sensation seeking, no effect was detected. Also, subjects’ fear rating was moderated by all psychometrics but trait anxiety. In sum, both studies consistently indicate that humans show no general open arm avoidance analogous to rodents and that human EPM behavior is modulated strongest by acrophobic fear, whereas trait anxiety plays a subordinate role. Thus, we conclude that the criteria for cross-species validity are met insufficiently in this case. Despite the exploratory nature, our studies provide in-depth insights into human exploration behavior on the virtual EPM. KW - elevated plus-maze KW - EPM KW - anxiety KW - virtual reality KW - translational neuroscience KW - acrophobia KW - trait anxiety Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-258709 VL - 2 ER - TY - JOUR A1 - Wienrich, Carolin A1 - Döllinger, Nina A1 - Hein, Rebecca T1 - Behavioral Framework of Immersive Technologies (BehaveFIT): How and why virtual reality can support behavioral change processes JF - Frontiers in Virtual Reality N2 - The design and evaluation of assisting technologies to support behavior change processes have become an essential topic within the field of human-computer interaction research in general and the field of immersive intervention technologies in particular. The mechanisms and success of behavior change techniques and interventions are broadly investigated in the field of psychology. However, it is not always easy to adapt these psychological findings to the context of immersive technologies. The lack of theoretical foundation also leads to a lack of explanation as to why and how immersive interventions support behavior change processes. The Behavioral Framework for immersive Technologies (BehaveFIT) addresses this lack by 1) presenting an intelligible categorization and condensation of psychological barriers and immersive features, by 2) suggesting a mapping that shows why and how immersive technologies can help to overcome barriers and finally by 3) proposing a generic prediction path that enables a structured, theory-based approach to the development and evaluation of immersive interventions. These three steps explain how BehaveFIT can be used, and include guiding questions for each step. Further, two use cases illustrate the usage of BehaveFIT. Thus, the present paper contributes to guidance for immersive intervention design and evaluation, showing that immersive interventions support behavior change processes and explain and predict 'why' and 'how' immersive interventions can bridge the intention-behavior-gap. KW - immersive technologies KW - behavior change KW - intervention design KW - intervention evaluation KW - framework KW - virtual reality KW - intention-behavior-gap KW - human-computer interaction Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-258796 VL - 2 ER - TY - JOUR A1 - Eidel, Matthias A1 - Kübler, Andrea T1 - Wheelchair Control in a Virtual Environment by Healthy Participants Using a P300-BCI Based on Tactile Stimulation: Training Effects and Usability JF - Frontiers in Human Neuroscience N2 - Tactile stimulation is less frequently used than visual for brain-computer interface (BCI) control, partly because of limitations in speed and accuracy. Non-visual BCI paradigms, however, may be required for patients who struggle with vision dependent BCIs because of a loss of gaze control. With the present study, we attempted to replicate earlier results by Herweg et al. (2016), with several minor adjustments and a focus on training effects and usability. We invited 16 healthy participants and trained them with a 4-class tactile P300-based BCI in five sessions. Their main task was to navigate a virtual wheelchair through a 3D apartment using the BCI. We found significant training effects on information transfer rate (ITR), which increased from a mean of 3.10–9.50 bits/min. Further, both online and offline accuracies significantly increased with training from 65% to 86% and 70% to 95%, respectively. We found only a descriptive increase of P300 amplitudes at Fz and Cz with training. Furthermore, we report subjective data from questionnaires, which indicated a relatively high workload and moderate to high satisfaction. Although our participants have not achieved the same high performance as in the Herweg et al. (2016) study, we provide evidence for training effects on performance with a tactile BCI and confirm the feasibility of the paradigm. KW - brain-computer interface (BCI) KW - event-related-potential (ERP) KW - P300 KW - tactile KW - wheelchair control KW - tactually evoked potentials KW - replication Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-207775 SN - 1662-5161 VL - 14 ER - TY - JOUR A1 - Herget, Ann-Kristin A1 - Bötzl, Franziska T1 - Sounds Like Respect. The Impact of Background Music on the Acceptance of Gay Men in Audio-Visual Advertising JF - Frontiers in Psychology N2 - Companies increasingly seek to use gay protagonists in audio-visual commercials to attract a new affluent target group. There is also growing demand for the diversity present in society to be reflected in media formats such as advertising. Studies have shown, however, that heterosexual consumers (especially men), who may be part of the company's loyal consumer base, tend to react negatively to gay-themed advertising campaigns. Searching for an instrument to mitigate this unwanted effect, the present study investigated whether carefully selected background music can shape the perceived gender of gay male advertising protagonists. In a 2 × 2 between-subjects online experiment (musical connotation × gender of the participant), 218 heterosexual participants watched a commercial promoting engagement rings that featured gay male protagonists, scored with feminine- or masculine-connoted background music. As expected, women generally reacted more positively than men to the advertising. Men exposed to the masculine-connoted background music rated the promoted brand more positively, and masculine music also enhanced (at least in the short term) these men's acceptance of gay men in general (low and medium effect sizes) more than was the case for feminine background music. Carefully selected background music affecting the perceived gender of gay male advertising protagonists may prevent negative reactions from heterosexual audiences and, therefore, motivate companies to use gay protagonists in television commercials on a more regular basis. KW - music KW - perception KW - advertising KW - musical stereotypes KW - acceptance of gay men Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-237236 SN - 1664-1078 VL - 12 ER - TY - JOUR A1 - Kraft, Robin A1 - Reichert, Manfred A1 - Pryss, Rüdiger T1 - Towards the interpretation of sound measurements from smartphones collected with mobile crowdsensing in the healthcare domain: an experiment with Android devices JF - Sensors N2 - The ubiquity of mobile devices fosters the combined use of ecological momentary assessments (EMA) and mobile crowdsensing (MCS) in the field of healthcare. This combination not only allows researchers to collect ecologically valid data, but also to use smartphone sensors to capture the context in which these data are collected. The TrackYourTinnitus (TYT) platform uses EMA to track users' individual subjective tinnitus perception and MCS to capture an objective environmental sound level while the EMA questionnaire is filled in. However, the sound level data cannot be used directly among the different smartphones used by TYT users, since uncalibrated raw values are stored. This work describes an approach towards making these values comparable. In the described setting, the evaluation of sensor measurements from different smartphone users becomes increasingly prevalent. Therefore, the shown approach can be also considered as a more general solution as it not only shows how it helped to interpret TYT sound level data, but may also stimulate other researchers, especially those who need to interpret sensor data in a similar setting. Altogether, the approach will show that measuring sound levels with mobile devices is possible in healthcare scenarios, but there are many challenges to ensuring that the measured values are interpretable. KW - mHealth KW - crowdsensing KW - tinnitus KW - noise measurement KW - environmental sound Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-252246 SN - 1424-8220 VL - 22 IS - 1 ER - TY - JOUR A1 - Kunz, Julius A1 - Kneisel, Christof T1 - Glacier − Permafrost Interaction at a Thrust Moraine Complex in the Glacier Forefield Muragl, Swiss Alps JF - Geosciences N2 - The internal structures of a moraine complex mostly provide information about the manner in which they develop and thus they can transmit details about several processes long after they have taken place. While the occurrence of glacier–permafrost interactions during the formation of large thrust moraine complexes at polar and subpolar glaciers as well as at marginal positions of former ice sheets has been well understood, their role in the formation of moraines on comparatively small alpine glaciers is still very poorly investigated. Therefore, the question arises as to whether evidence of former glacier–permafrost interactions can still be found in glacier forefields of small alpine glaciers and to what extent these differ from the processes in finer materials at larger polar or subpolar glaciers. To investigate this, electrical resistivity tomography (ERT) and ground-penetrating radar (GPR) surveys were carried out in the area of a presumed alpine thrust moraine complex in order to investigate internal moraine structures. The ERT data confirmed the presence of a massive ice core within the central and proximal parts of the moraine complex. Using GPR, linear internal structures were detected, which were interpreted as internal shear planes due to their extent and orientation. These shear planes lead to the assumption that the moraine complex is of glaciotectonic origin. Based on the detected internal structures and the high electrical resistivity values, it must also be assumed that the massive ice core is of sedimentary or polygenetic origin. The combined approach of the two methods enabled the authors of this study to detect different internal structures and to deduce a conceptual model of the thrust moraine formation. KW - mountain permafrost KW - glacier–permafrost interaction KW - thrust moraine KW - near surface geophysics Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-205830 SN - 2076-3263 VL - 10 IS - 6 ER - TY - JOUR A1 - Ankenbrand, Markus J. A1 - Shainberg, Liliia A1 - Hock, Michael A1 - Lohr, David A1 - Schreiber, Laura M. T1 - Sensitivity analysis for interpretation of machine learning based segmentation models in cardiac MRI JF - BMC Medical Imaging N2 - Background Image segmentation is a common task in medical imaging e.g., for volumetry analysis in cardiac MRI. Artificial neural networks are used to automate this task with performance similar to manual operators. However, this performance is only achieved in the narrow tasks networks are trained on. Performance drops dramatically when data characteristics differ from the training set properties. Moreover, neural networks are commonly considered black boxes, because it is hard to understand how they make decisions and why they fail. Therefore, it is also hard to predict whether they will generalize and work well with new data. Here we present a generic method for segmentation model interpretation. Sensitivity analysis is an approach where model input is modified in a controlled manner and the effect of these modifications on the model output is evaluated. This method yields insights into the sensitivity of the model to these alterations and therefore to the importance of certain features on segmentation performance. Results We present an open-source Python library (misas), that facilitates the use of sensitivity analysis with arbitrary data and models. We show that this method is a suitable approach to answer practical questions regarding use and functionality of segmentation models. We demonstrate this in two case studies on cardiac magnetic resonance imaging. The first case study explores the suitability of a published network for use on a public dataset the network has not been trained on. The second case study demonstrates how sensitivity analysis can be used to evaluate the robustness of a newly trained model. Conclusions Sensitivity analysis is a useful tool for deep learning developers as well as users such as clinicians. It extends their toolbox, enabling and improving interpretability of segmentation models. Enhancing our understanding of neural networks through sensitivity analysis also assists in decision making. Although demonstrated only on cardiac magnetic resonance images this approach and software are much more broadly applicable. KW - deep learning KW - neural networks KW - cardiac magnetic resonance KW - sensitivity analysis KW - transformations KW - augmentation KW - segmentation Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-259169 VL - 21 IS - 1 ER -