Björn M. Eskofier
Orcid: 0000-0002-0417-0336Affiliations:
- University of Erlangen-Nuremberg, Germany
According to our database1,
Björn M. Eskofier
authored at least 291 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
Learning a Hand Model From Dynamic Movements Using High-Density EMG and Convolutional Neural Networks.
IEEE Trans. Biomed. Eng., December, 2024
Step Length and Gait Speed Estimation Using a Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms.
IEEE J. Biomed. Health Informatics, November, 2024
ACM Trans. Knowl. Discov. Data, August, 2024
Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach.
Evol. Intell., August, 2024
Sensors, July, 2024
Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital.
Int. J. Medical Informatics, 2024
Simultaneous Control of Human Hand Joint Positions and Grip Force via HD-EMG and Deep Learning.
CoRR, 2024
Caption-Driven Explorations: Aligning Image and Text Embeddings through Human-Inspired Foveated Vision.
CoRR, 2024
Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks.
CoRR, 2024
Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units.
CoRR, 2024
Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation.
CoRR, 2024
Assessing the Performance of Remaining Time Prediction Methods for Business Processes.
IEEE Access, 2024
IEEE Access, 2024
Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management.
Proceedings of the Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, 2024
Proceedings of the Shape in Medical Imaging - International Workshop, 2024
From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care.
Proceedings of Mensch und Computer 2024, 2024
Proceedings of the Mensch und Computer 2024, 2024
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring.
Proceedings of the Business Process Management - 22nd International Conference, 2024
2023
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things.
IEEE J. Biomed. Health Informatics, November, 2023
Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis.
Int. J. Medical Informatics, September, 2023
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., September, 2023
Exploring misclassifications of robust neural networks to enhance adversarial attacks.
Appl. Intell., September, 2023
EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors.
Sensors, July, 2023
3D kinematics and kinetics of change of direction motions reconstructed from virtual inertial sensor data through optimal control simulation.
Dataset, July, 2023
Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology.
IEEE J. Biomed. Health Informatics, June, 2023
Biomed. Signal Process. Control., March, 2023
tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation.
J. Open Source Softw., February, 2023
Dataset, January, 2023
Trans. Mach. Learn. Res., 2023
Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
IEEE J. Biomed. Health Informatics, 2023
Sensors, 2023
Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data.
npj Digit. Medicine, 2023
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations.
CoRR, 2023
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors.
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data.
Proceedings of the Mensch und Computer 2023, 2023
Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023
WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation.
Dataset, August, 2022
Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement.
IEEE Trans. Vis. Comput. Graph., 2022
Behind the Machine's Gaze: Neural Networks with Biologically-inspired Constraints Exhibit Human-like Visual Attention.
Trans. Mach. Learn. Res., 2022
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease.
IEEE J. Biomed. Health Informatics, 2022
Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories.
ACM Trans. Intell. Syst. Technol., 2022
ACM Trans. Intell. Syst. Technol., 2022
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements.
IEEE Trans. Biomed. Eng., 2022
Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen.
Sensors, 2022
MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data.
Sensors, 2022
xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning.
Sensors, 2022
Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning.
Sensors, 2022
Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios.
Sensors, 2022
Proc. ACM Comput. Graph. Interact. Tech., 2022
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms.
IEEE Internet Things J., 2022
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites.
Future Gener. Comput. Syst., 2022
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach.
CoRR, 2022
Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention.
CoRR, 2022
CoRR, 2022
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification.
Proceedings of the International Conference on Machine Learning, 2022
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Digital Responsibility Goals - A Framework for a Human-Centered Sustainable Digital Economy with a Focus on Trusted Digital Solutions.
Proceedings of the dHealth 2022, 2022
A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings.
Proceedings of the Computing in Cardiology, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
IEEE Trans. Hum. Mach. Syst., 2021
Assessing Visual Exploratory Activity of Athletes in Virtual Reality Using Head Motion Characteristics.
Sensors, 2021
From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning.
Sensors, 2021
A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction.
Sensors, 2021
An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters.
Sensors, 2021
Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors.
Sensors, 2021
Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson's Disease.
Sensors, 2021
J. Open Source Softw., 2021
Wearables-based multi-task gait and activity segmentation using recurrent neural networks.
Neurocomputing, 2021
Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study.
Frontiers Digit. Health, 2021
DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration.
Expert Syst. Appl., 2021
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements.
CoRR, 2021
CoRR, 2021
System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data.
IEEE Access, 2021
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT.
IEEE Access, 2021
The Impact of Avatar Appearance, Perspective and Context on Gait Variability and User Experience in Virtual Reality.
Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021
Identifying untrustworthy predictions in neural networks by geometric gradient analysis.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives.
Proceedings of the MuC '21: Mensch und Computer 2021, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Integration of Artificial Intelligence in the Organizational Adoption - A Configurational Perspective.
Proceedings of the 42nd International Conference on Information Systems, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare.
Proceedings of the Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021), 2021
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients.
IEEE J. Biomed. Health Informatics, 2020
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
Sensors, 2020
Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System.
Sensors, 2020
Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data.
Sensors, 2020
Multimodal Technol. Interact., 2020
Inf. Fusion, 2020
The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment.
CoRR, 2020
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs.
CoRR, 2020
Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review.
Appl. Soft Comput., 2020
Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design.
Artif. Intell. Medicine, 2020
Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders.
IEEE Access, 2020
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2020
Proceedings of the Process Mining Workshops, 2020
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser.
Proceedings of the 13th International Conference on Educational Data Mining, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
IEEE J. Biomed. Health Informatics, 2019
Sensors, 2019
Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables.
Sensors, 2019
Turning Analysis during Standardized Test Using On-Shoe Wearable Sensors in Parkinson's Disease.
Sensors, 2019
Comput. Vis. Image Underst., 2019
Proceedings of the 25th ACM Symposium on Virtual Reality Software and Technology, 2019
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Unsupervised harmonic frequency-based gait sequence detection for Parkinson's disease.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
IEEE J. Biomed. Health Informatics, 2018
Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units.
Sensors, 2018
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease.
Sensors, 2018
Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards.
Artif. Intell. Medicine, 2018
Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018
Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Mobile Gait Analysis using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks.
Proceedings of the Computing in Cardiology, 2018
Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation.
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Unobtrusive and wearable landing momentum estimation in Ski jumping with inertial-magnetic sensors.
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors.
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players.
Proceedings of the 2018 on Designing Interactive Systems Conference 2018, 2018
2017
Proceedings of the Smart Textiles - Fundamentals, Design, and Interaction, 2017
IEEE J. Biomed. Health Informatics, 2017
IEEE J. Biomed. Health Informatics, 2017
Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise.
IEEE Trans. Biomed. Eng., 2017
Sensors, 2017
Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters.
Sensors, 2017
Sensors, 2017
Pervasive Mob. Comput., 2017
J. Integr. Bioinform., 2017
Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Activity recognition in beach volleyball using a Deep Convolutional Neural Network - Leveraging the potential of Deep Learning in sports.
Data Min. Knowl. Discov., 2017
Can machine learning techniques predict customer dissatisfaction? A feasibility study for the automotive industry.
Artif. Intell. Res., 2017
Ball speed and spin estimation in table tennis using a racket-mounted inertial sensor.
Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the Computer Security - ESORICS 2017, 2017
Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Using Wearable Inertial Sensors to Compare Different Versions of the Dual Task Paradigm during Walking.
Proceedings of the European Conference on Cognitive Ergonomics, 2017
Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017
2016
IEEE J. Biomed. Health Informatics, 2016
IEEE J. Biomed. Health Informatics, 2016
Pattern Recognit. Lett., 2016
Pattern Anal. Appl., 2016
CoRR, 2016
IEEE Computer Graphics and Applications, 2016
Proceedings of the 1st International Conference on Technology and Innovation in Sports, 2016
Proceedings of the 13th International Conference on Mining Software Repositories, 2016
Proceedings of the Mensch und Computer 2016, 2016
Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix.
Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
miPod 2: a new hardware platform for embedded real-time processing in sports and fitness applications.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
Blood glucose level prediction based on support vector regression using mobile platforms.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Inertial sensor based gait analysis discriminates subjects with and without visual impairment caused by simulated macular degeneration.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Combined accelerometer and EMG analysis to differentiate essential tremor from Parkinson's disease.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
Unobtrusive real-time heart rate variability analysis for the detection of orthostatic dysregulation.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
Instantaneous P- and T-wave detection: Assessment of three ECG fiducial points detection algorithms.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
2015
An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things.
IEEE J. Biomed. Health Informatics, 2015
IEEE J. Biomed. Health Informatics, 2015
Inertial Sensor-Based Stride Parameter Calculation From Gait Sequences in Geriatric Patients.
IEEE Trans. Biomed. Eng., 2015
Fast T Wave Detection Calibrated by Clinical Knowledge with Annotation of P and T Waves.
Sensors, 2015
Stride Segmentation during Free Walk Movements Using Multi-Dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data.
Sensors, 2015
Pattern Recognit. Lett., 2015
Modeling and Simulation of Sport Games, Sport Movements, and Adaptations to Training (Dagstuhl Seminar 15382).
Dagstuhl Reports, 2015
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
On sweat analysis for quantitative estimation of dehydration during physical exercise.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Timed Up-and-Go phase segmentation in Parkinson's disease patients using unobtrusive inertial sensors.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Pull test estimation in Parkinson's disease patients using wearable sensor technology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Inertial sensor based and shoe size independent gait analysis including heel and toe clearance estimation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments.
Proceedings of the Computing in Cardiology, 2015
Filter and Processing Method to Improve R-Peak Detection for ECG Data with Motion Artefacts from Wearable Systems.
Proceedings of the Computing in Cardiology, 2015
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
Novel human computer interaction principles for cardiac feedback using google glass and Android wear.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
Comparative study on classifying gait with a single trunk-mounted inertial-magnetic measurement unit.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
2014
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014
A Two-Stage Regression Using Bioimpedance and Temperature for Hydration Assessment During Sports.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Comparison of a priori calibration models for respiratory inductance plethysmography during running.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Comparison of real-time classification systems for arrhythmia detection on Android-based mobile devices.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
ICA-based reduction of electromyogenic artifacts in EEG data: Comparison with and without EMG data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
An ambulatory sensor-based system for quantification of nighttime micturition for accurate nocturia assessment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014
Performance Comparison of Two Step Segmentation Algorithms Using Different Step Activities.
Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014
Proceedings of the 9th International Conference on Body Area Networks, 2014
Proceedings of the 9th International Conference on Body Area Networks, 2014
2013
Comparison of the AMICA and the InfoMax algorithm for the reduction of electromyogenic artifacts in EEG data.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automatic recognition of Parkinson's disease using surface electromyography during standardized gait tests.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Subsequence dynamic time warping as a method for robust step segmentation using gyroscope signals of daily life activities.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013
Shimmer, Cooja and Contiki: A new toolset for the simulation of on-node signal processing algorithms.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data.
Proceedings of the 8th International Conference on Body Area Networks, 2013
Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors.
Proceedings of the 8th International Conference on Body Area Networks, 2013
Measurement of Individual Changes in the Performance of Human Stereoscopic Vision for Disparities at the Limits of the Zone of Comfortable Viewing.
Proceedings of the 2013 International Conference on 3D Vision, 2013
2012
Proceedings of the Wireless Mobile Communication and Healthcare, 2012
Classification of surfaces and inclinations during outdoor running using shoe-mounted inertial sensors.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Software-based performance and complexity analysis for the design of embedded classification systems.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
A wireless trigger for synchronization of wearable sensors to external systems during recording of human gait.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Combined analysis of sensor data from hand and gait motor function improves automatic recognition of Parkinson's disease.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Embedded Classification of the Perceived Fatigue State of Runners: Towards a Body Sensor Network for Assessing the Fatigue State during Running.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012
2011
Comparison and classification of 3D objects surface point clouds on the example of feet.
Mach. Vis. Appl., 2011
Biometric and mobile gait analysis for early diagnosis and therapy monitoring in Parkinson's disease.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Int. J. Comput. Sci. Sport, 2010
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010
2009
IEEE J. Sel. Top. Signal Process., 2009
Int. J. Comput. Sci. Sport, 2009
2008
Künstliche Intell., 2008
Int. J. Comput. Sci. Sport, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Non-Rigid 3D SPECT/CT Image Registration - Registration of Myocardial Datasets.
VDM, ISBN: 978-3-639-08985-1, 2008
Verbesserung der objektiven Beurteilung von Videoqualität - Modellierung des zeitlichen Verhaltens des menschlichen visuellen Systems.
VDM, ISBN: 978-3-8364-8806-8, 2008
2006
Proceedings of the International Conference on Image Processing, 2006