Bjoern M. Eskofier

151 papers A* 4A 1B 8C 8Misc 3Journal 78Unranked 48

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ContraLog: Log File Anomaly Detection with Contrastive Learning and Masked Language Modeling. CoRR Simon Dietz, Kai Klede, An Nguyen, Bjoern M. Eskofier
2026	J	`jnl`	Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors. IEEE Trans. Artif. Intell. Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Moumita Chakraborty, Naga Venkata Sai Jitin Jami, Leo Schwinn, Bjoern M. Eskofier
2026	A*	`conf`	Mind in the Machine? Cross-Disciplinary Perceptions of Consciousness in Artificial Intelligence. CHI Hamid Moradi, Ignacio Avellino, Patrick Krauss, Dario Zanca, Ilka Hein, Bjoern M. Eskofier, Madeleine Flaucher
2025	—	`conf`	A Cross-Platform Smartphone Auscultation SDK and Optimized Filters for Severe Aortic Stenosis Detection. HICSS Thomas Altstidl, Michael Altstidl, Stephan Achenbach, Bjoern M. Eskofier
2025	—	`conf`	Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching. AIiH (1) Jonas Leo Mueller, Alexander Weiss, Bjoern M. Eskofier
2025	J	`jnl`	Adherence to digital pregnancy care - lessons learned from the SMART start feasibility study. npj Digit. Medicine Katharina M. Jaeger, Michael Nissen, Heike Leutheuser, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Chloë Goossens, Philipp Ziegler, Sabrina Uhrig, Lothar Haeberle, Hannah Bleher, Kristina Kast, Johannes Kornhuber, Oliver Schoeffski, Matthias Braun, Peter A. Fasching, Matthias W. Beckmann, Bjoern M. Eskofier, Hanna Huebner
2025	J	`jnl`	Artificial intelligence trend analysis in German business and politics: a web mining approach. Int. J. Data Sci. Anal. Philipp Dumbach, Leo Schwinn, Tim Löhr, Tassilo Elsberger, Bjoern M. Eskofier
2025	J	`jnl`	Benchmarking vision-language models for diagnostics in emergency and critical care settings. npj Digit. Medicine Christoph F. Kurz, Tatiana Merzhevich, Bjoern M. Eskofier, Jakob Nikolas Kather, Benjamin Gmeiner
2025	J	`jnl`	BioMAC-Sim-Toolbox: A MATLAB toolbox for biomechanical motion analysis and creation through simulation. J. Open Source Softw. Anne D. Koelewijn, Marlies Nitschke, Eva Dorschky, Markus Gambietz, Alexander Weiss, Bjoern M. Eskofier, Antonie J. van den Bogert
2025	J	`jnl`	Comprehensive Signal Quality Evaluation of a Wearable Textile ECG Garment: A Sex-Balanced Study. CoRR Maximilian P. Oppelt, Tobias S. Zech, Sarah H. Lorenz, Laurenz Ottmann, Jan Steffan, Bjoern M. Eskofier, Nadine R. Lang-Richter, Norman Pfeiffer
2025	J	`jnl`	Correction: FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks. Int. J. Comput. Vis. Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025	J	`jnl`	Estimating Group Means Under Local Differential Privacy. Proc. Priv. Enhancing Technol. René Raab, Arijana Bohr, Kai Klede, Benjamin Gmeiner, Bjoern M. Eskofier
2025	J	`jnl`	ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis. IEEE J. Biomed. Health Informatics Fatemeh Salehi, Sara Bayat, Georg Schett, Arnd Kleyer, Thomas Altstidl, Bjoern M. Eskofier
2025	J	`jnl`	Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach. ACM Trans. Intell. Syst. Technol. Sophie Fleischmann, Simon Dietz, Julian Shanbhag, Annika Wuensch, Marlies Nitschke, Jörg Miehling, Sandro Wartzack, Sigrid Leyendecker, Bjoern M. Eskofier, Anne D. Koelewijn
2025	J	`jnl`	FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks. Int. J. Comput. Vis. Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025	J	`jnl`	Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI. IEEE J. Biomed. Health Informatics Bobak J. Mortazavi, Yu-Chiao Chiu, Lei Lu, Arun Das, Georgia D. Tourassi, Bjoern M. Eskofier
2025	—	`conf`	Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer. AIME (2) Tatiana Merzhevich, Alexandros Tanzanakis, Emmanuelle Salin, Claudia Quiering, Christoph F. Kurz, Benjamin Gmeiner, Bjoern M. Eskofier
2025	J	`jnl`	REVELIO - Universal Multimodal Task Load Estimation for Cross-Domain Generalization. CoRR Maximilian P. Oppelt, Andreas Foltyn, Nadine R. Lang-Richter, Bjoern M. Eskofier
2025	J	`jnl`	RadProPoser: A Framework for Human Pose Estimation with Uncertainty Quantification from Raw Radar Data. CoRR Jonas Leo Mueller, Lukas Engel, Eva Dorschky, Daniel Krauss, Ingrid Ullmann, Martin Vossiek, Bjoern M. Eskofier
2025	J	`jnl`	Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels. CoRR Jonathan Ott, Maximilian Stahlke, Tobias Feigl, Bjoern M. Eskofier, Christopher Mutschler
2025	J	`jnl`	Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning. Frontiers Digit. Health Lydia Helene Rupp, Akash Kumar, Misha Sadeghi, Lena Schindler-Gmelch, Marie Keinert, Bjoern M. Eskofier, Matthias Berking
2024	J	`jnl`	Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach. Evol. Intell. Philipp Dumbach, Leo Schwinn, Tim Löhr, Phi Long Do, Bjoern M. Eskofier
2024	J	`jnl`	Assessing the Performance of Remaining Time Prediction Methods for Business Processes. IEEE Access Johannes Roider, An Nguyen, Dario Zanca, Bjoern M. Eskofier
2024	J	`jnl`	Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital. Int. J. Medical Informatics Stefan Förstel, Markus Förstel, Markus Gallistl, Dario Zanca, Bjoern M. Eskofier, Eva Rothgang
2024	A	`conf`	Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring. BPM Johannes Roider, Dario Zanca, Bjoern M. Eskofier
2024	—	`conf`	End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data. IEEECONF Jonas Mueller, Lukas Engel, Daniel Krauss, Ingrid Ullmann, Martin Vossiek, Bjoern M. Eskofier, Eva Dorschky
2024	J	`jnl`	Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units. CoRR Aditya Parikh, Misha Sadeghi, Bjoern M. Eskofier
2024	Misc	`conf`	From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care. MuC Anastasiya Zakreuskaya, Daniel Buschek, Wendy E. Mackay, Ignacio Avellino, Graham Dove, Bjoern M. Eskofier
2024	J	`jnl`	Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks. CoRR Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2024	J	`jnl`	Learning a Hand Model From Dynamic Movements Using High-Density EMG and Convolutional Neural Networks. IEEE Trans. Biomed. Eng. Raul C. Sîmpetru, Andreas Arkudas, Dominik I. Braun, Marius Osswald, Daniela Souza De Oliveira, Bjoern M. Eskofier, Thomas Kinfe, Alessandro Del Vecchio
2024	—	`conf`	Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management. NordiCHI (Adjunct) Madeleine Flaucher, Florian Pruemer, Katharina Maria Jaeger, Jana Rolny, Patricia Trissler, Sebastian Eckl, Bjoern M. Eskofier, Heike Leutheuser
2024	A*	`conf`	On the Scalability of Certified Adversarial Robustness with Generated Data. NeurIPS Thomas Altstidl, David Dobre, Arthur Kosmala, Bjoern M. Eskofier, Gauthier Gidel, Leo Schwinn
2024	—	`conf`	Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values. ICPM Workshops Johannes Roider, Weixin Wang, Dario Zanca, Martin Matzner, Bjoern M. Eskofier
2024	J	`jnl`	Simultaneous Control of Human Hand Joint Positions and Grip Force via HD-EMG and Deep Learning. CoRR Farnaz Rahimi, Mohammad Ali Badamchizadeh, Raul C. Sîmpetru, Sehraneh Ghaemi, Bjoern M. Eskofier, Alessandro Del Vecchio
2024	J	`jnl`	Step Length and Gait Speed Estimation Using a Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms. IEEE J. Biomed. Health Informatics Ann-Kristin Seifer, Arne Küderle, Eva Dorschky, Hamid Moradi, Ronny Hannemann, Bjoern M. Eskofier
2024	J	`jnl`	Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data. IEEE Access Katharina M. Jaeger, Michael Nissen, Madeleine Flaucher, Luisa Graf, Joana Joanidopoulos, Lars Anneken, Hanna Huebner, Chloë Goossens, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Bjoern M. Eskofier, Heike Leutheuser
2023	J	`jnl`	ADABase: A Multimodal Dataset for Cognitive Load Estimation. Sensors Maximilian P. Oppelt, Andreas Foltyn, Jessica Deuschel, Nadine R. Lang, Nina Holzer, Bjoern M. Eskofier, Seung Hee Yang
2023	J	`jnl`	An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems. Sensors Christoph Scholl, Maximilian Spiegler, Klaus Ludwig, Bjoern M. Eskofier, Andreas Tobola, Dario Zanca
2023	J	`jnl`	Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis. Int. J. Medical Informatics Alzhraa A. Ibrahim, Werner Adler, Heiko Gaßner, Veit Rothhammer, Felix Kluge, Bjoern M. Eskofier
2023	J	`jnl`	Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors. CoRR Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Leo Schwinn, Bjoern M. Eskofier
2023	—	`conf`	Die Rätselrevolution: Automated German Crossword Solving. CLiC-it Andrea Zugarini, Thomas Rothenbacher, Kai Klede, Marco Ernandes, Bjoern M. Eskofier, Dario Zanca
2023	—	`conf`	Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data. BHI Misha Sadeghi, Bernhard Egger, Reza Agahi, Robert Richer, Klara Capito, Lydia Helene Rupp, Lena Schindler-Gmelch, Matthias Berking, Bjoern M. Eskofier
2023	J	`jnl`	Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. IEEE J. Biomed. Health Informatics Martin Ullrich, Nils Roth, Arne Küderle, Robert Richer, Till Gladow, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge
2023	—	`conf`	Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning. EMBC Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2023	J	`jnl`	From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations. CoRR Toni Albert, Bjoern M. Eskofier, Dario Zanca
2023	—	`conf`	Monitoring medication optimization in patients with Parkinson's disease. EMBC Hamid Moradi, Julius Hannink, Sabine Stallforth, Till Gladow, Stefan Ringbauer, Martin Mayr, Jürgen Winkler, Jochen Klucken, Bjoern M. Eskofier
2023	—	`conf`	Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning. BHI Linda Vorberg, Siri Pflueger, Robert Richer, Katharina M. Jäger, Arne Küderle, Nicolas Rohleder, Bjoern M. Eskofier
2023	J	`jnl`	Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data. npj Digit. Medicine Michael Nissen, Nuria Barrios Campo, Madeleine Flaucher, Katharina M. Jaeger, Adriana Titzmann, Dominik Blunck, Peter A. Fasching, Victoria Engelhardt, Bjoern M. Eskofier, Heike Leutheuser
2023	—	`conf`	Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning. BHI Johanna Bräunig, Desar Mejdani, Daniel Krauss, Stefan Grießhammer, Robert Richer, Christian Schuessler, Julia Beatriz Yip, Tobias Steigleder, Christoph Ostgathe, Bjoern M. Eskofier, Martin Vossiek
2023	C	`conf`	Uncertainty-based Fingerprinting Model Selection for Radio Localization. IPIN Maximilian Stahlke, Tobias Feigl, Sebastian Kram, Bjoern M. Eskofier, Christopher Mutschler
2023	J	`jnl`	Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion. Biomed. Signal Process. Control. Kenneth MacSporran Mayer, Alessandro Del Vecchio, Bjoern M. Eskofier, Dario Farina
2023	J	`jnl`	Velocity-Based Channel Charting with Spatial Distribution Map Matching. CoRR Maximilian Stahlke, George Yammine, Tobias Feigl, Bjoern M. Eskofier, Christopher Mutschler
2023	—	`conf`	VoStress - Voice-based Detection of Acute Psychosocial Stress. BHI Marie Oesten, Robert Richer, Luca Abel, Nicolas Rohleder, Bjoern M. Eskofier
2023	—	`conf`	WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography. EMBC Michael Nissen, Madeleine Flaucher, Katharina M. Jaeger, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2023	—	`conf`	Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data. MuC (Workshopband) Madeleine Flaucher, Anastasiya Zakreuskaya, Katharina M. Jäger, Robert Richer, Jan David Smeddinck, Devender Kumar, Sophie Grimme, Julia Klein, Robert Hrynyschyn, Bjoern M. Eskofier, Heike Leutheuser
2023	A*	`conf`	p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison. NeurIPS Kai Klede, Thomas Altstidl, Dario Zanca, Bjoern M. Eskofier
2023	J	`jnl`	tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation. J. Open Source Softw. Arne Küderle, Robert Richer, Raul C. Sîmpetru, Bjoern M. Eskofier
2023	J	`jnl`	uTUG: An unsupervised Timed Up and Go test for Parkinson's disease. Biomed. Signal Process. Control. João Elison da Rosa Tavares, Martin Ullrich, Nils Roth, Felix Kluge, Bjoern M. Eskofier, Heiko Gaßner, Jochen Klucken, Till Gladow, Franz Marxreiter, Cristiano André da Costa, Rodrigo da Rosa Righi, Jorge Luis Victória Barbosa
2022	—	`conf`	A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements. EMBC Andre L. Cakici, Marius Osswald, Daniela Souza De Oliveira, Dominik I. Braun, Raul C. Sîmpetru, Thomas Kinfe, Bjoern M. Eskofier, Alessandro Del Vecchio
2022	—	`conf`	A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings. CinC Hui Lu, Julia Beatriz Yip, Tobias Steigleder, Stefan Grießhammer, Maria Heckel, Naga Venkata Sai Jitin Jami, Bjoern M. Eskofier, Christoph Ostgathe, Alexander Koelpin
2022	J	`jnl`	A New Labeling Approach for Proportional Electromyographic Control. Sensors Annette Hagengruber, Ulrike Leipscher, Bjoern M. Eskofier, Jörn Vogel
2022	J	`jnl`	A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites. Future Gener. Comput. Syst. Vinicius Facco Rodrigues, Rodolfo Stoffel Antunes, Lucas Adams Seewald, Rodrigo Bazo, Eduardo Souza dos Reis, Uélison Jean Lopes dos Santos, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Cristiano André da Costa, Felipe L. Bertollo, Andreas Maier, Bjoern M. Eskofier, Tim Horz, Marcus Pfister, Rebecca Fahrig
2022	J	`jnl`	Active Learning of Ordinal Embeddings: A User Study on Football Data. CoRR Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Bjoern M. Eskofier, Christopher John Rozell, Christopher Mutschler
2022	—	`conf`	An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. ITSC Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022	J	`jnl`	An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. CoRR Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022	—	`conf`	Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy. BHI Hamid Moradi, Nils Roth, Ann-Kristin Seifer, Bjoern M. Eskofier
2022	J	`jnl`	Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series. CoRR Christoffer Löffler, Wei-Cheng Lai, Bjoern M. Eskofier, Dario Zanca, Lukas Schmidt, Christopher Mutschler
2022	J	`jnl`	Eye Tracking-Based Stress Classification of Athletes in Virtual Reality. Proc. ACM Comput. Graph. Interact. Tech. Maike P. Stoeve, Markus Wirth, Rosanna Farlock, André Antunovic, Victoria Müller, Bjoern M. Eskofier
2022	J	`jnl`	Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios. Sensors Jesus D. Ceron, Diego M. López, Felix Kluge, Bjoern M. Eskofier
2022	—	`conf`	How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. ITSC Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022	J	`jnl`	How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. CoRR Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022	—	`conf`	Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation. EMBC Jingna Qiu, Maximilian P. Oppelt, Michael Nissen, Lars Anneken, Katharina Breininger, Bjoern M. Eskofier
2022	A*	`conf`	Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification. ICML Leo Schwinn, Leon Bungert, An Nguyen, René Raab, Falk Pulsmeyer, Doina Precup, Bjoern M. Eskofier, Dario Zanca
2022	J	`jnl`	Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach. CoRR Maximilian Stahlke, George Yammine, Tobias Feigl, Bjoern M. Eskofier, Christopher Mutschler
2022	—	`conf`	Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring. BHI Liv Herzer, Annika Muecke, Robert Richer, Nils C. Albrecht, Markus Heyder, Katharina M. Jäger, Veronika Koenig, Alexander Koelpin, Nicolas Rohleder, Bjoern M. Eskofier
2022	J	`jnl`	MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data. Sensors Malte Ollenschläger, Arne Küderle, Wolfgang A. Mehringer, Ann-Kristin Seifer, Jürgen Winkler, Heiko Gaßner, Felix Kluge, Bjoern M. Eskofier
2022	—	`conf`	Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG. BHI Katharina M. Jäger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2022	J	`jnl`	Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease. IEEE J. Biomed. Health Informatics Nils Roth, Martin Ullrich, Arne Küderle, Till Gladow, Franz Marxreiter, Heiko Gassner, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier
2022	J	`jnl`	Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements. IEEE Trans. Biomed. Eng. Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier
2022	J	`jnl`	Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement. IEEE Trans. Vis. Comput. Graph. Wolfgang A. Mehringer, Markus Wirth, Daniel Roth, Georg Michelson, Bjoern M. Eskofier
2022	J	`jnl`	Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen. Sensors Mohamad Wehbi, Daniel Luge, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Bjoern M. Eskofier
2022	—	`conf`	The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction. BHI Victoria Müller, Robert Richer, Lea Henrich, Leonie Berger, Antonia Gelardi, Katharina M. Jäger, Bjoern M. Eskofier, Nicolas Rohleder
2022	J	`jnl`	Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning. Sensors Johannes Link, Timur Perst, Maike P. Stoeve, Bjoern M. Eskofier
2022	J	`jnl`	imucal - A Python library to calibrate 6 DOF IMUs. J. Open Source Softw. Arne Küderle, Nils Roth, Robert Richer, Bjoern M. Eskofier
2022	J	`jnl`	xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning. Sensors Johannes Link, Leo Schwinn, Falk Pulsmeyer, Thomas Kautz, Bjoern M. Eskofier
2021	J	`jnl`	3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT. IEEE Access Jennifer Maier, Andreas K. Maier, Bjoern M. Eskofier, Rebecca Fahrig, Jang-Hwan Choi
2021	J	`jnl`	A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction. Sensors Christoph Scholl, Andreas Tobola, Klaus Ludwig, Dario Zanca, Bjoern M. Eskofier
2021	J	`jnl`	An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters. Sensors Nils Roth, Arne Küderle, Dominik Prossel, Heiko Gassner, Bjoern M. Eskofier, Felix Kluge
2021	J	`jnl`	Assessing Visual Exploratory Activity of Athletes in Virtual Reality Using Head Motion Characteristics. Sensors Markus Wirth, Sebastian Kohl, Stefan Gradl, Rosanna Farlock, Daniel Roth, Bjoern M. Eskofier
2021	—	`conf`	Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement. BHI Robert Richer, Arne Küderle, Jana Dörr, Nicolas Rohleder, Bjoern M. Eskofier
2021	J	`jnl`	Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer. CoRR Mohamad Wehbi, Tim Hamann, Jens Barth, Bjoern M. Eskofier
2021	—	`conf`	Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments. EMBC Nils Roth, Georg P. Wieland, Arne Küderle, Martin Ullrich, Till Gladow, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge
2021	B	`conf`	Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks. IJCNN Leo Schwinn, An Nguyen, René Raab, Dario Zanca, Bjoern M. Eskofier, Daniel Tenbrinck, Martin Burger
2021	—	`conf`	Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors. EMBC Johanna Happold, Robert Richer, Arne Küderle, Heiko Gaßner, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge
2021	J	`jnl`	Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors. Sensors Johannes Link, Sébastien Guillaume, Bjoern M. Eskofier
2021	J	`jnl`	Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks. CoRR Leo Schwinn, René Raab, An Nguyen, Dario Zanca, Bjoern M. Eskofier
2021	J	`jnl`	From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning. Sensors Maike P. Stoeve, Dominik Schuldhaus, Axel Gamp, Constantin Zwick, Bjoern M. Eskofier
2021	J	`jnl`	Identifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis. CoRR Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Bjoern M. Eskofier
2021	C	`conf`	Integration of Artificial Intelligence in the Organizational Adoption - A Configurational Perspective. ICIS Philipp Laut, Philipp Dumbach, Bjoern M. Eskofier
2021	—	`conf`	Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data. EMBC Martin Ullrich, Arne Küderle, Luca Reggi, Andrea Cereatti, Bjoern M. Eskofier, Felix Kluge
2021	J	`jnl`	Monocular multi-person pose estimation: A survey. Pattern Recognit. Eduardo Souza dos Reis, Lucas Adams Seewald, Rodolfo Stoffel Antunes, Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Luiz Gonzaga da Silveira Jr., Bjoern M. Eskofier, Andreas Maier, Tim Horz, Rebecca Fahrig
2021	—	`conf`	Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems. HICSS Imrana Abdullahi, Tobias Dehling, Felix Kluge, Bjoern M. Eskofier, Ali Sunyaev
2021	J	`jnl`	System Design for a Data-driven and Explainable Customer Sentiment Monitor. CoRR An Nguyen, Stefan Förstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Bjoern M. Eskofier
2021	—	`conf`	The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare. BIR Workshops Philipp Dumbach, Ruining Liu, Max Jalowski, Bjoern M. Eskofier
2021	J	`jnl`	Towards an IMU-based Pen Online Handwriting Recognizer. CoRR Mohamad Wehbi, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Bjoern M. Eskofier
2021	J	`jnl`	Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson's Disease. Sensors Verena Jakob, Arne Küderle, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier, Jürgen Winkler, Martin Winterholler, Heiko Gassner
2020	—	`conf`	An Image-Based Method for Measuring Strabismus in Virtual Reality. ISMAR Adjunct Wolfgang A. Mehringer, Markus Wirth, Stefan Gradl, Luis S. Durner, Matthias Ring, Annemarie F. Laudanski, Bjoern M. Eskofier, Georg Michelson
2020	J	`jnl`	Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment. CoRR An Nguyen, Wenyu Zhang, Leo Schwinn, Bjoern M. Eskofier
2020	B	`conf`	Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer. ICFHR Mohamad Wehbi, Tim Hamann, Jens Barth, Bjoern M. Eskofier
2020	J	`jnl`	Exploring Smart Agents for the Interaction with Multimodal Mediated Environments. Multimodal Technol. Interact. Robert Richer, Nan Zhao, Bjoern M. Eskofier, Joseph A. Paradiso
2020	J	`jnl`	Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design. Artif. Intell. Medicine Marija D. Ivanovic, Julius Hannink, Matthias Ring, Fabio Baronio, Vladan Vukcevic, Ljupco Hadzievski, Bjoern M. Eskofier
2020	J	`jnl`	Sampled Nonlocal Gradients for Stronger Adversarial Attacks. CoRR Leo Schwinn, Daniel Tenbrinck, An Nguyen, René Raab, Martin Burger, Bjoern M. Eskofier
2020	—	`conf`	Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. ICPM Workshops An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier
2020	J	`jnl`	Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. CoRR An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier
2020	J	`jnl`	Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders. IEEE Access Carolina Rico-Olarte, Diego M. López, Linda Becker, Bjoern M. Eskofier
2019	B	`conf`	Fostering Natural Language Question Answering Over Knowledge Bases in Oncology EHR. CBMS Marco Antônio Schwertner, Sandro José Rigo, Denis A. de Araujo, Alan Barcelos Silva, Bjoern M. Eskofier
2019	—	`conf`	Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus. Bildverarbeitung für die Medizin Jennifer Maier, Marianne S. Black, Mary Elizabeth Hall, Jang-Hwan Choi, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas K. Maier
2017	J	`jnl`	Comparison of Different Approaches for Measuring Tibial Cartilage Thickness. J. Integr. Bioinform. Jennifer Maier, Marianne S. Black, Serena Bonaretti, Bastian Bier, Bjoern M. Eskofier, Jang Hwan Choi, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier
2016	—	`conf`	Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning. EMBC Marco Altini, Patrick Mullan, Michiel Rooijakkers, Stefan Gradl, Julien Penders, Nele Geusens, Lars Grieten, Bjoern M. Eskofier
2015	Misc	`conf`	A framework for early event detection for wearable systems. ISWC Eva Dorschky, Dominik Schuldhaus, Harald Koerger, Bjoern M. Eskofier
2015	J	`jnl`	Fast T Wave Detection Calibrated by Clinical Knowledge with Annotation of P and T Waves. Sensors Mohamed Elgendi, Bjoern M. Eskofier, Derek Abbott
2015	—	`conf`	Filter and Processing Method to Improve R-Peak Detection for ECG Data with Motion Artefacts from Wearable Systems. CinC Nadine Lang, Matthias Brischwein, Erik Haßlmeyer, Daniel Tantinger, Sven Feilner, Axel Heinrich, Heike Leutheuser, Stefan Gradl, Christian Weigand, Bjoern M. Eskofier, Matthias Struck
2015	—	`conf`	Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments. CinC Daniel Tantinger, Markus Zrenner, Nadine Lang, Heike Leutheuser, Bjoern M. Eskofier, Christian Weigand, Matthias Struck
2015	Misc	`conf`	Sensor-based stroke detection and stroke type classification in table tennis. ISWC Peter Blank, Julian Hoßbach, Dominik Schuldhaus, Bjoern M. Eskofier
2014	—	`conf`	A Data Collection and Communication Module for Telemedicine and mHealth Systems. BODYNETS Peter Blank, Patrick Kugler, Dominik Schuldhaus, Bjoern M. Eskofier
2014	—	`conf`	Movement prediction in rowing using a Dynamic Time Warping based stroke detection. ISSNIP Benjamin H. Groh, Samuel J. Reinfelder, Markus N. Streicher, Adib Taraben, Bjoern M. Eskofier
2014	C	`conf`	Performance Comparison of Two Step Segmentation Algorithms Using Different Step Activities. BSN Heike Leutheuser, Sina Doelfel, Dominik Schuldhaus, Samuel J. Reinfelder, Bjoern M. Eskofier
2014	C	`conf`	Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices. BSN Robert Richer, Peter Blank, Dominik Schuldhaus, Bjoern M. Eskofier
2014	—	`conf`	Towards Big Data for Activity Recognition: A Novel Database Fusion Strategy. BODYNETS Dominik Schuldhaus, Heike Leutheuser, Bjoern M. Eskofier
2013	—	`conf`	Automatic recognition of Parkinson's disease using surface electromyography during standardized gait tests. EMBC Patrick Kugler, Christian Jaremenko, Johannes Schlachetzki, Jürgen Winkler, Jochen Klucken, Bjoern M. Eskofier
2013	—	`conf`	Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data. BODYNETS Dominik Schuldhaus, Heike Leutheuser, Bjoern M. Eskofier
2013	C	`conf`	Classification of kinematic swimming data with emphasis on resource consumption. BSN Ulf Jensen, Franziska Prade, Bjoern M. Eskofier
2013	—	`conf`	Comparison of the AMICA and the InfoMax algorithm for the reduction of electromyogenic artifacts in EEG data. EMBC Heike Leutheuser, Florian Gabsteiger, Felix Hebenstreit, Pedro Reis, Matthias Lochmann, Bjoern M. Eskofier
2013	—	`conf`	Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors. BODYNETS Carolin Jakob, Patrick Kugler, Felix Hebenstreit, Samuel J. Reinfelder, Ulf Jensen, Dominik Schuldhaus, Matthias Lochmann, Bjoern M. Eskofier
2013	J	`jnl`	Heart Rate Variability During Physical Exercise. Int. J. Comput. Sci. Sport Heike Leutheuser, Bjoern M. Eskofier
2013	C	`conf`	Pattern classification of foot strike type using body worn accelerometers. BSN Bjoern M. Eskofier, Ed Musho, Heiko Schlarb
2013	C	`conf`	Shimmer, Cooja and Contiki: A new toolset for the simulation of on-node signal processing algorithms. BSN Patrick Kugler, Philipp Nordhus, Bjoern M. Eskofier
2013	—	`conf`	Somnography using unobtrusive motion sensors and Android-based mobile phones. EMBC Stefan Gradl, Heike Leutheuser, Patrick Kugler, Teresa Biermann, Sebastian Kreil, Johannes Kornhuber, Matthias Bergner, Bjoern M. Eskofier
2012	—	`conf`	A wireless trigger for synchronization of wearable sensors to external systems during recording of human gait. EMBC Patrick Kugler, Heiko Schlarb, Joerg Blinn, Antoni Picard, Bjoern M. Eskofier
2012	B	`conf`	Classification of kinematic golf putt data with emphasis on feature selection. ICPR Ulf Jensen, Bjoern M. Eskofier, Frank Dassler
2012	B	`conf`	Classification of surfaces and inclinations during outdoor running using shoe-mounted inertial sensors. ICPR Dominik Schuldhaus, Patrick Kugler, Ulf Jensen, Bjoern M. Eskofier, Heiko Schlarb, Magnus Leible
2012	C	`conf`	Embedded Classification of the Perceived Fatigue State of Runners: Towards a Body Sensor Network for Assessing the Fatigue State during Running. BSN Bjoern M. Eskofier, Patrick Kugler, Daniel Melzer, Pascal Kuehner
2012	—	`conf`	Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices. EMBC Stefan Gradl, Patrick Kugler, Clemens Lohmueller, Bjoern M. Eskofier
2012	—	`conf`	Sensor-Based Mobile Functional Movement Screening. MobiHealth Ulf Jensen, Fabian Weilbrenner, Franz Rott, Bjoern M. Eskofier
2012	B	`conf`	Software-based performance and complexity analysis for the design of embedded classification systems. ICPR Matthias Ring, Ulf Jensen, Patrick Kugler, Bjoern M. Eskofier
2010	—	`—`	Application of pattern recognition methods in biomechanics. Bjoern M. Eskofier
2010	—	`conf`	Eingebettete Klassifikation der Ermüdung von Laufsportlern. GI Jahrestagung (1) Bjoern M. Eskofier, Daniel Melzer, Patrick Kugler, Ulf Jensen
2009	J	`jnl`	Embedded surface classification in digital sports. Pattern Recognit. Lett. Bjoern M. Eskofier, Mark Oleson, Christian DiBenedetto, Joachim Hornegger
2008	B	`conf`	Classification of perceived running fatigue in digital sports. ICPR Bjoern M. Eskofier, Florian Hoenig, Pascal Kuehner
2008	J	`jnl`	Run Surface Classification: a Digital Sports Embedded Application. Künstliche Intell. Bjoern M. Eskofier
2006	B	`conf`	Influence of the Presentation Time on Subjective Votings of Coded Still Images. ICIP Marcus Barkowsky, Bjoern M. Eskofier, Jens Bialkowski, André Kaup