Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI). Carlo Dindorf, Jürgen Konradi, Claudia Wolf, Bertram Taetz, Gabriele Bleser, Janine Huthwelker, Friederike Werthmann, Eva Bartaguiz, Johanna Kniepert, Philipp Drees, Ulrich Betz and Michael Fröhlich Sensors, (September 21, 2021) DOI: https://doi.org/10.3390/s21186323 https://www.mdpi.com/1424-8220/21/18/6323
2020
General method for automated feature extraction and selection and its application for gender classification and biomechanical knowledge discovery of sex differences in spinal posture during stance and gait. Carlo Dindorf, Jürgen Konradi, Claudia Wolf, Bertram Taetz, Gabriele Bleser, Janine Juthweiler, Philipp Drees, Michael Fröhlich and Ulrich Betz Computer Methods in Biomechanics and Biomedical Engineering, S. 1-9. (November 02, 2020) DOI: https://doi.org/10.1080/10255842.2020.1828375
Force Shadows: An Online Method to Estimate and Distribute Vertical Ground Reaction Forces from Kinematic Data. Alexander Weidmann, Bertram Taetz, Matthias Andres, Felix Laufer and Gabriele Bleser Sensors Special Issue "Sensor-Based Systems for Kinematics and Kinetics", (October 8, 2020) DOI: https://doi.org/10.3390/s20195709
Interpretability of Input Representations for Gait Classification in Patients after Total Hip Arthroplasty. Carlo Dindorf, Wolfgang Teufl, Bertram Taetz, Matthias Andres, Gabriele Bleser and Michael Fröhlich Sensors(Basel), (August 6, 2020) DOI: https://doi.org/10.3390/s20164385
On Expressive Features for Gait Analysis using Lower Limb Inertial Sensor Data. Felix Laufer, Michael Lorenz, Bertram Taetz and Gabriele Bleser IFAC World Congress, (July 2020)
An approach to magnetometer-free on-body inertial sensors network alignment. Michael Lorenz, Bertram Taetz and Gabriele Bleser IFAC World Congress, (July 2020)
Uncertainty based active learning with deep neural networks for inertial gait analysis. 23rd International Conference on Information Fusion. Alexander Vaith, Bertram Taetz and Gabriele Bleser 23rd International Conference on Information Fusion, (July 2020)
Toward Gamified Pain Management Apps: Mobile Application Rating Scale–Based Quality Assessment of Pain-Mentor’s First Prototype Through an Expert Study. Alexandra Hoffmann, Corinna A. Faust-Christmann, Gregor Zolynski and Gabriele Bleser JMIR Formative Research, (January 28, 2020) DOI: 10.2196/preprints.13170 https://preprints.jmir.org/preprint/13170
2019
A Focus-Plus-Context Visualization for Strength Exercice Training.. Daniel Steffen, Florian Kalt, Michael Resch and Gabriele Bleser IADIS International Conference Interfaces and Human Computer Interaction 2019 (part of MCCSIS 2019), (July 2019)
A Serious Game for Thrombosis Prophylaxis–Only for the Healthy?. Daniel Steffen, Juliane Pietschmann, Thomas Jöllenbeck and Gabriele Bleser International Conference on Human Interaction and Emerging Technologies, (2019)
A Biofeedback App to Instruct Abdominal Breathing (Breathing-Mentor): Pilot Experiment. Corinna Anna Faust-Christmann, Bertram Taetz, Gregor Zolynski, Tobias Zimmermann and Gabriele Bleser JMIR mHealth and uHealth, Vol. 7, Nr. 9, S. e13703-e13703. (September 30, 2019) DOI: 10.2196/13703 https://www.ncbi.nlm.nih.gov/pubmed/31573919
Depth camera based statistical shape fitting approach for the creation of an individualized lower body biomechanical model: validity and reliability. Bertram Taetz, Wolfgang Teufl, Alexander Weidmann, Juliane Pietschmann, Thomas Jöllenbeck and Gabriele Bleser Computer methods in biomechanics and biomedical engineering, (2019)
Towards an Inertial Sensor-Based Wearable Feedback System for Patients after Total Hip Arthroplasty: Validity and Applicability for Gait Classification with Gait Kinematics-Based Features. Wolfgang Teufl, Bertram Taetz, Markus Miezal, Michael Lorenz, Juliane Pietschmann, Thomas Jöllenbeck, Michael Fröhlich and Gabriele Bleser Sensors, Vol. 19, Nr. 22, S. 5006. (2019)
On optical data-guided optimal control simulations of human motion. Ramona Hoffmann, Bertram Taetz, Markus Miezal, Gabriele Bleser and Sigrid Leyendecker Multibody System Dynamics, (2019)
On-line Motion Prediction and Adaptive Control in Human-Robot Handover Tasks. Min Wu, Bertram Taetz, Ernesto Dickel Saraiva, Gabriele Bleser and Steven Liu IEEE International Conference on Advanced Robotics and its Social Impacts (ARSO), (October 2019)
Validity of inertial sensor based 3D joint kinematics of static and dynamic sport and physiotherapy specific movements. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser PLOS ONE, Vol. 14, Nr. 2, (2019) DOI: 10.1371/journal.pone.0213064 https://doi.org/10.1371/journal.pone.0213064
An experimental approach for the agile development of a gamified stress-management app. Alexandra Hoffmann, Corinna Anna Faust-Christmann, Gregor Zolynski and Gabriele Bleser 61th Conference of Experimental Psychologists (TeaP), (2019)
Acting your avatar’s age: Effects of virtual reality embodiment on real life walking speed. Rene Reinhard, Khyati Shah, Corinna Anna Faust-Christmann and Thomas Lachmann Media Psychology, (2019 (in press)) DOI: 10.1080/15213269.2019.1598435
Magnetometer-free Inertial Motion Capture System with Visual Odometry. Bertram Taetz, Atabak Nejadfard, Patrick Vonwirth, Karsten Berns and Gabriele Bleser Symposium on Assistive and Wearable Robotics, Karlsruhe, GER, (Mai 2019)
Development of an optimization based framework for online probabilistic fusion with an application to IMU-based magnetometer-free human motion capturing. Michael Lorenz, Bertram Taetz, Manon Kok, Markus Miezal and Gabriele Bleser 53rd Annual Conference of the German Society for Biomedical Engineering, (September 2019)
On Attitude Representations for Optimization-Based Bayesian Smoothing. Michael Lorenz, Bertram Taetz, Manon Kok and Gabriele Bleser International Conference on Information Fusion, (2019)
Towards a wearable feedback system for gait training: Inertial sensor based 3D joint kinematics and spatio-temporal parameters.. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser GEST19 DVS Tagung Würzburg, GER, (2019)
Accuracy and repeatability of the “neutral-zero position” of the lower extremity.. Wolfgang Teufl, Bertram Taetz, Michael Fröhlich and Gabriele Bleser ISB/ASB Calgary, CND, (2019)
Validity of a depth camera based approach for segment length estimation.. Wolfgang Teufl, Bertram Taetz, Alexander Weidmann, Michael Fröhlich and Gabriele Bleser ISB/ASB Calgary, CND, (2019)
Gamification of a Stress Management App: Results of a User Study. Alexandra Hoffmann, Corinna A. Faust-Christmann, Gregor Zolynski and Gabriele Bleser Design, User Experience, and Usability. Application Domains, (2019) DOI: https://doi.org/10.1007/978-3-030-23538-3_23
2018
IMU-to-Segment Assignment and Orientation Alignment for the Lower Body using Deep Learning. Tobias Zimmermann, Bertram Taetz and Gabriele Bleser MDPI Sensors (Basel), Vol. 18, (2018) DOI: 10.3390/s18010302 http://www.mdpi.com/1424-8220/18/1/302
Stress-Mentor: Linking gamification and behavior change theory in a stress management application. Corinna Anna Christmann, Alexandra Hoffmann, Gregor Zolynski and Gabriele Bleser HCI International - Posters' Extended Abstracts, (2018) DOI: 10.1007/978-3-319-92279-9_52
Towards more interactive stress-related self-monitoring tools to improve quality of life. Corinna Anna Christmann, Gregor Zolynski, Alexandra Hoffmann and Gabriele Bleser Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018), Advances in Intelligent Systems and Computing, Vol. 818, (2018)
A Usability Evaluation of a Mobile Exergame for Ankle Joint Exercises. Daniel Steffen, Markus Muhm, Corinna Christmann and Gabriele Bleser 6th International Conference on Serious Games and Applications for Health, (2018)
Validity, Test-Retest Reliability and Long-Term Stability of Magnetometer Free Inertial Sensor Based 3D Joint Kinematics. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser Sensors, Vol. 18, Nr. 7, (2018) DOI: 10.3390/s18071980 http://www.mdpi.com/1424-8220/18/7/1980
P 052 – Detection of lower extremity asymmetries in slow and dynamic bilateral tasks. Inertial Sensor system vs Optical Motion Capture System. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser Gait & Posture, (2018)
Validity of spatial gait parameters based on an inertial sensor system for 3D gait analysis. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser Spinfortec Garching, GER, (2018)
Human Motion Capturing and Activity Recognition Using Wearable Sensor Networks. Gabriele Bleser, Bertram Taetz and Paul Lukowicz Developing Support Technologies – Integrating Multiple Perspectives to Create Assistance that People Really Want, Vol. 23,
Same Stimulus – Different Constellation: The visual mismatch negativity investigated with Garner’s patterns. Ann-Kathrin Beck, Thomas Lachmann, Stefan Berti, Daniela Czernochwski and Corinna Anna Christmann 51th Germany Psychological Society Congress, (2018)
Preconditions for virtual reality avatar effects on real life behavior. Rene Reinhard, Corinna Anna Faust-Christmann, Khyati Shah and Thomas Lachmann 51st Conference of the German Society for Psychology (DGPs), (September 2018)
Einflussfaktoren auf die Nutzungsintention einer Stress-Management-App – Weder positive noch negative Effekte von Empfehlungen und Bonusprogrammen durch Krankenkassen. Corinna Anna Faust-Christmann, Gabriele Bleser, Jan Spilski and Jochen Mayerl Proceedings der 3. Transdisziplinäre Konferenz "Technische Unterstützungssysteme, die die Menschen wirklich wollen", (2018)
Towards Inertial Sensor Based Mobile Gait Analysis: Event-Detection and Spatio-Temporal Parameters. Wolfgang Teufl, Michael Lorenz, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser Sensors (Basel, Switzerland), Vol. 19, Nr. 1, (2018) DOI: 10.3390/s19010038 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339047/
Limits of agreement between a magnetometer-independent inertial sensor system and a marker based optical motion capture system for 3D joint kinematics in gait analysis.. Wolfgang Teufl, Markus Miezal, Bertram Taetz, Michael Fröhlich and Gabriele Bleser ECSS Dublin, IR, (2018)
2017
Gamification in Stress Management Apps: A Critical App Review. Alexandra Hoffmann, Corinna Anna Christmann and Gabriele Bleser JMIR Serious Games, Vol. 5, Nr. 2, (2017) http://games.jmir.org/2017/2/e13/
Stress management apps with regard to emotion-focused coping and behavior change techniques: a content analysis. Corinna Anna Christmann, Alexandra Hoffmann and Gabriele Bleser JMIR Mhealth and Uhealth, Vol. 5, Nr. 2, (2017) http://mhealth.jmir.org/2017/2/e22/
Development of an Inertial Motion Capture System for Clinical Application - Potentials and challenges from the technology and application perspectives. Gabriele Bleser, Bertram Taetz, Markus Miezal, Corinna Anna Christmann, Daniel Steffen and Katja Regenspurger Journal of Interactive Media, Vol. 16, Nr. 2, (2017)
Modell-basierte Algorithmen zur Rekonstruktion kinematischer Bewegungsparameter aus IMU-Netzwerken. Betram Taetz, Markus Miezal and Gabriele Bleser 23. Sportwissenschaftlicher Hochschultag der dvs. Arbeitskreis: Inertialsensorik zur Bewegungsanalyse in Sport, Rehabilitation und Gesundheit, (2017)
Identification of Medically Relevant Application Scenarios for A Wearable Motion Analysis System. Gabriele Bleser, Corinna Anna Christmann, Bertram Taetz, Alexandra Hoffmann, Daniel Steffen and Markus Miezal Informatik, Workshop: Partizipatives Entwerfen soziotechnischer Systeme, (2017)
jumpBALL - Ein mobiles Exergame für die Thromboseprophylaxe. Daniel Steffen, Corinna Anna Christmann and Gabriele Bleser Mensch und Computer 2017 - Tagungsband, (2017) DOI: 10.18420/muc2017-mci-0198
Effective visualization of long term health data to support behavior change. Corinna Anna Christmann, Gregor Zolynski, Alexandra Hoffmann and Gabriele Bleser HCI International, (2017)
Bewertung ausgewählter Studiendesigns zur Untersuchung persuasiver Selbstmonitoringsysteme. Katja Hermanny, Corinna Christmann, Gabriele Bleser, Alexander Martens and Aysegül Dogangün 63. Kongress der Gesellschaft für Arbeitswissenschaft: Soziotechnische Gestaltung des digitalen Wandels – kreativ, innovativ, sinnhaft, (2017)
Evaluating the Reliability and Validity of the Wearable EEG-System Muse. Alexandra Hoffmann, Corinna Anna Christmann, Gabriele Bleser and Thomas Lachmann Tagung experimentell arbeitender Psychologen (TeaP), (2017)
Real-time inertial lower body kinematics and ground contact estimation at anatomical foot points for agile human locomotion. Markus Miezal, Bertram Taetz and Gabriele Bleser International Conference on Robotics and Automation, (2017)
No Game, No Pain? Towards a Mobile Exergame for Rehabilitation. Daniel Steffen, Corinna Anna Christmann, Wolfgang Teufl and Gabriele Bleser CHI PLAY'17 Extended Abstracts, (2017) DOI: 10.1145/3130859.3131310
The effects of virtual reality avatar embodiment on real life walking speed: The temporal stability of the Proteus Effect. Khyati Shah, Rene Reinhard, Corinna Anna Faust-Christmann and Thomas Lachmann 59th Conference of Experimental Psychologists (TeaP), (2017)
Towards self-calibrating inertial body motion capture. Bertram Taetz, Gabriele Bleser and Markus Miezal International Conference on Information Fusion, (2016)
On inertial body tracking in the presence of model calibration errors. Markus Miezal, Bertram Taetz and Gabriele Bleser MDPI Sensors, Vol. 16, Nr. 7, S. 1132. (2016) http://www.mdpi.com/1424-8220/16/7/1132
2015
From traditional to interdisciplinary approaches for inertial body motion capture. Bertram Taetz, Markus Miezal and Gabriele Bleser International Conference on Biomechanics in Sports, Applied Session: Physical Activity Monitoring, (2015)