Steffen Leonhardt

Affiliations:
  • RWTH Aachen University, Chair for Medical Information Technology, Germany


According to our database1, Steffen Leonhardt authored at least 245 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Guest Editorial Camera-Based Health Monitoring in Real-World Scenarios.
IEEE J. Biomed. Health Informatics, February, 2024

Hardware-in-the-loop setup for contactless skin servo control of neonatal incubators.
Biomed. Signal Process. Control., February, 2024

Robust closed-loop control of systemic oxygenation in acute lung injury.
Biomed. Signal Process. Control., January, 2024

2023
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset.
Sensors, January, 2023

The D-Bar Algorithm Fusing Electrical Impedance Tomography with A Priori Radar Data: A Hands-On Analysis.
Algorithms, January, 2023

Iterative Learning Control for Cascaded Impedance-Controlled Compliant Exoskeleton With Adaptive Reaction to Spasticity.
IEEE Trans. Instrum. Meas., 2023

Automated Signal Quality Assessment of Single-Lead ECG Recordings for Early Detection of Silent Atrial Fibrillation.
Sensors, 2023

A Portable Multi-Modal Cushion for Continuous Monitoring of a Driver's Vital Signs.
Sensors, 2023

Comparison of Machine Learning Classifiers for the Detection of Breast Cancer in an Electrical Impedance Tomography Setup.
Algorithms, 2023

Hybrid Compartment Model Formulation for Accelerated Bolus Fitting.
Proceedings of the 31st European Signal Processing Conference, 2023

Hardware-in-the-loop simulation of vascular cannula interaction.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Physical Phantom for the Simulation of Neonatal Thermoregulation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Shape analysis of training data for neural networks in Electrical Impedance Tomography.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Sensor Fusion of Cardiorespiratory Signals Using an Adaptive Kalman Filter.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Real-Time Dual Heart and Respiratory Rate Estimator for Electrical Impedance Tomography.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Monte Carlo simulation-based analysis of unobtrusive PPG monitoring through clothes.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022
Investigation of Three Potential Stress Inducement Tasks During On-Road Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Unobtrusive Measurement of Physiological Features Under Simulated and Real Driving Conditions.
IEEE Trans. Intell. Transp. Syst., 2022

Estimation of Step Length With Wearable Thigh Sensor Using an Unscented Kalman Filter.
IEEE J. Biomed. Health Informatics, 2022

A Novel Sensor Design for Amplitude Modulated Measurement of Capacitive ECG.
IEEE Trans. Instrum. Meas., 2022

Dual-Modality Volume Measurement Integrated on a Ventricular Assist Device.
IEEE Trans. Biomed. Eng., 2022

A Setup for Camera-Based Detection of Simulated Pathological States Using a Neonatal Phantom.
Sensors, 2022

Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review.
Sensors, 2022

A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography.
Sensors, 2022

Determination of the Geometric Parameters of Electrode Systems for Electrical Impedance Myography: A Preliminary Study.
Sensors, 2022

A Way of Bionic Control Based on EI, EMG, and FMG Signals.
Sensors, 2022

Camera fusion for real-time temperature monitoring of neonates using deep learning.
Medical Biol. Eng. Comput., 2022

The Face of Affective Disorders.
CoRR, 2022

A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus.
Biomed. Signal Process. Control., 2022

Hardware development and control of a motorized rollator as an extension for exoskeletons.
Autom., 2022

Real-Time Respiration Monitoring of Neonates from Thermography Images Using Deep Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Modelling and Validation of a Decentralized Breathing Gas Source.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Fuzzy-Based Expert Supervision System for Feedback Controlled Oxygenation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Identification of Individually Altered Gait Behavior Using an Unobtrusive IMU Sensor Setup.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Identification of the Tidal Volume Response to Pulse Amplitudes of Phrenic Nerve Stimulation Using Gaussian Process Regression.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Step Length Estimation with Wearable Wrist Sensor using ANN.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Motion Artifact Detection and Classification for Unobtrusive Cardiorespiratory Signals Using Machine Learning.
Proceedings of the Computing in Cardiology, 2022

2021
Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging.
IEEE J. Biomed. Health Informatics, 2021

Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics.
IEEE J. Biomed. Health Informatics, 2021

Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion.
IEEE J. Biomed. Health Informatics, 2021

A Testable Robust Stability Framework for the Variable Impedance Control of 1-DOF Exoskeleton With Variable Stiffness Actuator.
IEEE Trans. Control. Syst. Technol., 2021

A Neonatal Phantom for Vital Signs Simulation.
IEEE Trans. Biomed. Circuits Syst., 2021

A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients.
Sensors, 2021

Electrodynamics of Axial-Flow Rotary Blood Pumps.
IEEE Access, 2021

Modulated ECG: Utilization of the Time-Variant Coupling in Capacitive ECG.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Estimation of Stride Time Variability in Unobtrusive Long-Term Monitoring Using Inertial Measurement Sensors.
IEEE J. Biomed. Health Informatics, 2020

Ballistocardiography Can Estimate Beat-to-Beat Heart Rate Accurately at Night in Patients After Vascular Intervention.
IEEE J. Biomed. Health Informatics, 2020

Physiological Motion Artifacts in Capacitive ECG: Ballistocardiographic Impedance Distortions.
IEEE Trans. Instrum. Meas., 2020

Impedance-Controlled Variable Stiffness Actuator for Lower Limb Robot Applications.
IEEE Trans Autom. Sci. Eng., 2020

Car Seats with Capacitive ECG Electrodes Can Detect Cardiac Pacemaker Spikes.
Sensors, 2020

Evaluation and Application of a Customizable Wireless Platform: A Body Sensor Network for Unobtrusive Gait Analysis in Everyday Life.
Sensors, 2020

Fast body part segmentation and tracking of neonatal video data using deep learning.
Medical Biol. Eng. Comput., 2020

Conceptual design, modeling and control of a rigid parallel serial-elastic actuator.
Autom., 2020

Model-based sensor fusion of multimodal cardiorespiratory signals using an unscented Kalman filter.
Autom., 2020

Analysis, Design, and Preliminary Evaluation of a Parallel Elastic Actuator for Power-Efficient Walking Assistance.
IEEE Access, 2020

Design and Preliminary Validation of a Lower Limb Exoskeleton With Compact and Modular Actuation.
IEEE Access, 2020

Predicting Brainwaves from Face Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Classification of 12-lead ECGs Using Gradient Boosting on Features Acquired With Domain-Specific and Domain-Agnostic Methods.
Proceedings of the Computing in Cardiology, 2020

Robust strict positive real control of variable stiffness actuators.
Proceedings of the 2020 American Control Conference, 2020

2019
Noncontact Monitoring of Respiratory Rate in Newborn Infants Using Thermal Imaging.
IEEE Trans. Biomed. Eng., 2019

Capacitive ECG Monitoring in Cardiac Patients During Simulated Driving.
IEEE Trans. Biomed. Eng., 2019

A Multi-Modal Sensor for a Bed-Integrated Unobtrusive Vital Signs Sensing Array.
IEEE Trans. Biomed. Circuits Syst., 2019

On the Vector Space in Photoplethysmography Imaging.
CoRR, 2019

Online cardiac output estimation during transvalvular left ventricular assistance.
Comput. Methods Programs Biomed., 2019

Object-oriented modeling of thoracic fluid balance to study cardiogenic pulmonary congestion in humans.
Comput. Methods Programs Biomed., 2019

Improving sleep/wake classification with recurrence quantification analysis features.
Biomed. Signal Process. Control., 2019

Amplitude-Integrated Electroencephalography Applications and Algorithms in Neonates: A Systematic Review.
IEEE Access, 2019

Ballistocardiographic Coupling of Triboelectric Charges into Capacitive ECG.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Using a Motion Capture System as Reference for Motion Tracking in Photoplethysmography Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Waveform Analysis for Camera-based Photoplethysmography Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Design of the Clutched Variable Parallel Elastic Actuator (CVPEA) for Lower Limb Exoskeletons.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Early Prediction of Sepsis Using Random Forest Classification for Imbalanced Clinical Data.
Proceedings of the 46th Computing in Cardiology, 2019

On the Performance of Bed-Integrated Ballistocardiography in Long-Term Heart Rate Monitoring of Vascular Patients.
Proceedings of the 46th Computing in Cardiology, 2019

CPG assistive motion control for variable stiffness actuators.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Peak Detection Algorithm for Gait Segmentation in Long-Term Monitoring for Stride Time Estimation using Inertial Measurement Sensors.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control.
Proceedings of the 2019 American Control Conference, 2019

2018
Monitoring of Cardiorespiratory Signals Using Thermal Imaging: A Pilot Study on Healthy Human Subjects.
Sensors, 2018

Unobtrusive Vital Sign Monitoring in Automotive Environments - A Review.
Sensors, 2018

Estimating Respiratory Rate in Post-Anesthesia Care Unit Patients Using Infrared Thermography: An Observational Study.
Sensors, 2018

Motion Artifact Quantification and Sensor Fusion for Unobtrusive Health Monitoring.
Sensors, 2018

An object-oriented computational model to study cardiopulmonary hemodynamic interactions in humans.
Comput. Methods Programs Biomed., 2018

Robust physiological control of rotary blood pumps for heart failure therapy.
Autom., 2018

Editorial.
Autom., 2018

Non-Contact Remote Measurement of Heart Rate Variability using Near-Infrared Photoplethysmography Imaging.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Fusing non-contact vital sign sensing modalities - first results.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Modelling and Synthesizing Motion Artifacts in Unobtrusive Multimodal Sensing using Copulas.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Local Interval Estimation Improves Accuracy and Robustness of Heart Rate Variability Derivation from Photoplethysmography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Signal-Level Fusion With Convolutional Neural Networks for Capacitively Coupled ECG in the Car.
Proceedings of the Computing in Cardiology, 2018

2017
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults.
IEEE J. Biomed. Health Informatics, 2017

Estimation of Penetrated Bone Layers During Craniotomy via Bioimpedance Measurement.
IEEE Trans. Biomed. Eng., 2017

Observer-Based Human Knee Stiffness Estimation.
IEEE Trans. Biomed. Eng., 2017

SensInDenT - Noncontact Sensors Integrated Into Dental Treatment Units.
IEEE Trans. Biomed. Circuits Syst., 2017

Closed-Loop Control of Humidification for Artifact Reduction in Capacitive ECG Measurements.
IEEE Trans. Biomed. Circuits Syst., 2017

Model-Based Estimation of Ankle Joint Stiffness.
Sensors, 2017

Minimizing left ventricular stroke work with iterative learning flow profile control of rotary blood pumps.
Biomed. Signal Process. Control., 2017

Continuous gas transfer monitoring during extracorporeal membrane oxygenation.
Biomed. Signal Process. Control., 2017

ℋ∞-Sliding-Mode Beobachterentwurf.
Autom., 2017

Automatic artificial ventilation therapy using the ARDSNet protocol enforcing dynamical constraints.
Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

Integration of an electromagnetic coupled sensor into a driver seat for vital sign monitoring: Initial insight.
Proceedings of the 2017 IEEE International Conference on Vehicular Electronics and Safety, 2017

The PhysioBelt: A safety belt integrated sensor system for heart activity and respiration.
Proceedings of the 2017 IEEE International Conference on Vehicular Electronics and Safety, 2017

Estimation of respiratory rate from thermal videos of preterm infants.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Gamma-variate modeling of indicator dilution curves in electrical impedance tomography.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

MuSeSe - A multisensor armchair for unobtrusive vital sign estimation and motion artifact analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Fusing QRS Detection, Waveform Features, and Robust Interval Estimation with a Random Forest to Classify Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2017

EMG-driven model-based knee torque estimation on a variable impedance actuator orthosis.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2017

Photoplethysmography-based in-ear sensor system for identification of increased stress arousal in everyday life.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

Welcome message.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

Approach to compensate measurement errors in electrical impedance tomography.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

Gaussian process-based model predictive control of blood glucose for patients with type 1 diabetes mellitus.
Proceedings of the 11th Asian Control Conference, 2017

Reduced-order filtering for insulin sensitivity estimation under external disturbances.
Proceedings of the 2017 American Control Conference, 2017

2016
Body-Sensor-Network-Based Spasticity Detection.
IEEE J. Biomed. Health Informatics, 2016

RheoStim: Development of an Adaptive Multi-Sensor to Prevent Venous Stasis.
Sensors, 2016

System Description and First Application of an FPGA-Based Simultaneous Multi-Frequency Electrical Impedance Tomography.
Sensors, 2016

Model-based optimization of adaptive external counterpulsation therapy.
Int. J. Model. Simul. Sci. Comput., 2016

Hybride Modellierung intrakranieller Pulswellen unter Berücksichtigung der kardiovaskulären Kopplung.
Autom., 2016

Sensor Supervision and Control Value Limitations in Networked Intensive Care.
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2016 (SE 2016), 2016

Generalized polynomial chaos-based estimation of human knee stiffness.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Positive real dynamic output feedback controller synthesis.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Active noise cancellation in headphones by digital robust feedback control.
Proceedings of the 24th European Signal Processing Conference, 2016

Multisensor data fusion for enhanced respiratory rate estimation in thermal videos.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An object-oriented model of the cardiopulmonary system with emphasis on the gravity effect.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Estimation of End-Diastolic Pressure via Deconvolution.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Nonnegative Matrix Factorization and Random Forest for Classification of Heart Sound Recordings in the Spectral Domain.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Identification of isolated biomechanical parameters with a wireless body sensor network.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

Quantification of respiratory sinus arrhythmia using the IPANEMA body sensor network.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2015
Wearable Solutions Using Bioimpedance for Cardiac Monitoring.
Proceedings of the Recent Advances in Ambient Assisted Living, 2015

A Bendable and Wearable Cardiorespiratory Monitoring Device Fusing Two Noncontact Sensor Principles.
IEEE J. Biomed. Health Informatics, 2015

Improvement of Force-Sensor-Based Heart Rate Estimation Using Multichannel Data Fusion.
IEEE J. Biomed. Health Informatics, 2015

Design and Evaluation of an Automatic Extraventricular Drainage Control System.
IEEE Trans. Control. Syst. Technol., 2015

A Thorax Simulator for Complex Dynamic Bioimpedance Measurements With Textile Electrodes.
IEEE Trans. Biomed. Circuits Syst., 2015

Monte-Carlo Simulation and Automated Test Bench for Developing a Multichannel NIR-Based Vital-Signs Monitor.
IEEE Trans. Biomed. Circuits Syst., 2015

Electrical Bioimpedance-Controlled Surgical Instrumentation.
IEEE Trans. Biomed. Circuits Syst., 2015

Multi-Sensor Calibration of Low-Cost Magnetic, Angular Rate and Gravity Systems.
Sensors, 2015

Modeling a healthy and a person with heart failure conditions using the object-oriented modeling environment Dymola.
Medical Biol. Eng. Comput., 2015

Artificial intelligence for closed-loop ventilation therapy with hemodynamic control using the open lung concept.
Int. J. Intell. Comput. Cybern., 2015

UnoViS: the MedIT public unobtrusive vital signs database.
Health Inf. Sci. Syst., 2015

Recurrence quantification analysis across sleep stages.
Biomed. Signal Process. Control., 2015

Robust decentralised control of a hydrodynamic human circulatory system simulator.
Biomed. Signal Process. Control., 2015

Orientierungsschätzung mit einem Sliding Mode-Beobachter auf Basis Body Sensor Network-integrierter Inertialsensorik.
Autom., 2015

Reglerbasierte Insulintherapie von Patienten mit Typ-1-Diabetes mellitus.
Autom., 2015

Software-based Prediction of Cannula Occlusion During Extracorporeal Blood Circulation Through Networked Medical Data.
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2015, 2015

Safety Conflict Analysis in Medical Cyber-Physical Systems Using an SMT-Solver.
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2015, 2015

The effect of triggered endocardial neuromodulation decreasing elevated heart rate.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

A novel ultra-wideband 80 GHz FMCW radar system for contactless monitoring of vital signs.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Robust remote monitoring of breathing function by using infrared thermography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Capacitive ECG recording and beat-to-beat interval estimation after major cardiac event.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection and analysis of temperature-sensitive dermal blood perfusion dynamics and distribution by a hybrid camera system.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Determining the Connection between Capacitively Coupled Electrocardiography Data and the Ground Truth.
Proceedings of the Computing in Cardiology, 2015

Reducing False Arrhythmia Alarms Using Robust Interval Estimation and Machine Learning.
Proceedings of the Computing in Cardiology, 2015

Periodic funnel-based control for peak inspiratory pressure.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

In-ear photoplethysmography for mobile cardiorespiratory monitoring and alarming.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

Classification of spasticity affected EMG-signals.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

A robust parameterization approach for impedance control.
Proceedings of the American Control Conference, 2015

2014
Model-Based Verification of a Non-Linear Separation Scheme for Ballistocardiography.
IEEE J. Biomed. Health Informatics, 2014

Robust Sensor Fusion of Unobtrusively Measured Heart Rate.
IEEE J. Biomed. Health Informatics, 2014

Robustness, Specificity, and Reliability of an In-Ear Pulse Oximetric Sensor in Surgical Patients.
IEEE J. Biomed. Health Informatics, 2014

Control of an Electromechanical Hydrocephalus Shunt - a New Approach.
IEEE Trans. Biomed. Eng., 2014

The MAIN Shirt: A Textile-Integrated Magnetic Induction Sensor Array.
Sensors, 2014

An adaptive Kalman filter approach for cardiorespiratory signal extraction and fusion of non-contacting sensors.
BMC Medical Informatics Decis. Mak., 2014

Analysis and modelling of glucose metabolism in diabetic Göttingen minipigs.
Biomed. Signal Process. Control., 2014

A switching hybrid control method for automatic blood glucose regulation in diabetic Göttingen minipigs.
Biomed. Signal Process. Control., 2014

Intelligent neonatal monitoring based on a virtual thermal sensor.
BMC Medical Imaging, 2014

Decentralised control of an electro-pneumatic adjustable impedance actuator.
Autom., 2014

Body sensor network-based spasticity detection.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Design of an adaptive gait trajectory controller based on a hybrid two-legged robot model.
Proceedings of the 19th International Conference On Methods and Models in Automation and Robotics, 2014

Frequency-selective quantification of skin perfusion behavior during allergic testing using photoplethysmography imaging.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

High Specificity IEGM Beat Detection by Combining Morphological and Temporal Classification for a Cardiac Neuromodulation System.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Multimodal Sensor Fusion of Cardiac Signals via Blind Deconvolution: A Source-Filter Approach.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

A Bendable and Wearable Cardiorespiratory Monitoring Device Fusing Two Noncontact Sensor Principles.
Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014

Nicht-lineare Zeitnormierung im Langzeit-EKG.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Robust control of compliant actuators using positive real ℋ2-controller synthesis.
Proceedings of the American Control Conference, 2014

2013
Automatic Detection of Atrial Fibrillation in Cardiac Vibration Signals.
IEEE J. Biomed. Health Informatics, 2013

Noncontact Monitoring of Cardiorespiratory Activity by Electromagnetic Coupling.
IEEE Trans. Biomed. Eng., 2013

Impedance Measurement System for Determination of Capacitive Electrode Coupling.
IEEE Trans. Biomed. Circuits Syst., 2013

Evaluation of a 433 MHz Band Body Sensor Network for Biomedical Applications.
Sensors, 2013

Blood glucose control algorithms for type 1 diabetic patients: A methodological review.
Biomed. Signal Process. Control., 2013

Automatisierungstechnische Methoden für die Medizin.
Autom., 2013

Modellierung und Regelung eines hydraulischen HIL-Simulators zum Test von Herzunterstützungssystemen / Modeling and Control of a Hydraulic Simulator for Ventricular Assist Device Testing.
Autom., 2013

Closed-Loop Ventilation of Oxygenation and End-Tidal CO2.
Proceedings of the IEEE International Conference on Systems, 2013

Robust Control of Intracranial Pressure with an Electromechanical Extra-ventricular Drainage.
Proceedings of the IEEE International Conference on Systems, 2013

Didactic Approach to Multivariable Control Using IEC 61131 Model-Based Design and Programmable Logic Controllers.
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013

L1 Adaptive Control of End-Tidal CO2 by Optimizing the Muscular Power for Mechanically Ventilated Patients.
Proceedings of the 9th IFAC Symposium on Nonlinear Control Systems, 2013

How speech processing can help with beat-to-beat heart rate estimation in ballistocardiograms.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

HealthNet: A System for Mobile and Wearable Health Information Management.
Proceedings of the 3rd International Workshop on Information Management for Mobile Applications, 2013

Body sensor network-based strapdown orientation estimation: Application to human locomotion.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013

Close-to-reality evaluation of a PID control algorithm for blood glucose regulation in diabetic Goettingen minipigs.
Proceedings of the 12th European Control Conference, 2013

Bladder volume estimation from electrical impedance tomography.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Simulation of a current source with a cole-cole load for multi-frequency electrical impedance tomography.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Modeling of Motion Artifacts in Contactless Heart Rate Measurements.
Proceedings of the Computing in Cardiology, 2013

Feasibility of Impedance Cardiography to Assess Hemodynamic Changes and Fluid Loss Related to Pleural Drainage.
Proceedings of the Computing in Cardiology, 2013

Combining HRV Features for Automatic Arousal Detection.
Proceedings of the Computing in Cardiology, 2013

Automatic Feature Selection for Sleep/Wake Classification with Small Data Sets.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

2012
Advances in Reflective Oxygen Saturation Monitoring With a Novel In-Ear Sensor System: Results of a Human Hypoxia Study.
IEEE Trans. Biomed. Eng., 2012

A Multisensor Implant for Continuous Monitoring of Intracranial Pressure Dynamics.
IEEE Trans. Biomed. Circuits Syst., 2012

Non-contact monitoring techniques - Principles and applications.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Electrical Impedance Tomography for hemodynamic monitoring.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Single pulse analysis of intracranial pressure for a hydrocephalus implant.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Case study of relevant pressures for an implanted hydrocephalus valve in everyday life.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Magnetic induction measurements with a six channel coil array for vital parameter monitoring.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A neonatal thorax phantom for contact-less magnetic induction vitalparameter monitoring.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A full digital magnetic induction measurement device for non-contact vital parameter monitoring (MONTOS).
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multi-channel optical sensor-array for measuring ballistocardiograms and respiratory activity in bed.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic electrode selection in unobtrusive capacitive ECG measurements.
Proceedings of CBMS 2012, 2012

Evaluation of Bioimpedance Spectroscopy for the Monitoring of the Fluid Status in an Animal Model.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

Transcutaneous Energy Transfer System Incorporating a Datalink for a Wearable Autonomous Implant.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

The "music" within thoracic cavity using wavelet filtering.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Glucose-insulin model of glucose metabolism in acute diabetic swine based on Luenberger observer.
Proceedings of the American Control Conference, 2012

Control strategies for mechanical heart assist systems.
Proceedings of the IEEE International Conference on Control Applications, 2012

Multivariable control design for artificial blood-gas exchange with heart-lung machine support.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
Distributed Intelligent Sensor Network for the Rehabilitation of Parkinson's Patients.
IEEE Trans. Inf. Technol. Biomed., 2011

Adaptive Beat-to-Beat Heart Rate Estimation in Ballistocardiograms.
IEEE Trans. Inf. Technol. Biomed., 2011

Triboelectricity in Capacitive Biopotential Measurements.
IEEE Trans. Biomed. Eng., 2011

ECG on the Road: Robust and Unobtrusive Estimation of Heart Rate.
IEEE Trans. Biomed. Eng., 2011

The smart car seat: personalized monitoring of vital signs in automotive applications.
Pers. Ubiquitous Comput., 2011

Real-time image composition of bladder mosaics in fluorescence endoscopy.
Comput. Sci. Res. Dev., 2011

Hirndruckmodellierung und Regelung einer neuen mechatronischen externen Ventrikeldrainage.
Autom., 2011

Intelligent Toilet System for Health Screening.
Proceedings of the Ubiquitous Intelligence and Computing - 8th International Conference, 2011

Development of a device for measuring the sensitivity area of coil arrays for magnetic induction measurements.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Localised Temperature Perception in Healthy Adults.
Proceedings of the BIODEVICES 2011, 2011

2010
Analysis of Tidal Breathing Flow Volume Loops for Automated Lung-Function Diagnosis in Infants.
IEEE Trans. Biomed. Eng., 2010

Analysis of the Aortic Influence on the Impedance Cardiography Signal by a Simple Model using Finite Integration Technique.
Simul. Notes Eur., 2010

Model-based correction of the influence of body position on continuous segmental and hand-to-foot bioimpedance measurements.
Medical Biol. Eng. Comput., 2010

Automatisierung und Fehlerdiagnose bei der extrakorporalen Membranoxygenierung (Automation and Fault Supervision for Extracorporeal Membrane Oxygenation Systems).
Autom., 2010

A multi-threaded mosaicking algorithm for fast image composition of fluorescence bladder images.
Proceedings of the Medical Imaging 2010: Visualization, 2010

On the Road to a Textile Integrated Bioimpedance Early Warning System for Lung Edema.
Proceedings of the International Conference on Body Sensor Networks, 2010

An RFID Communication System for Medical Applications.
Proceedings of the International Conference on Body Sensor Networks, 2010

Mosaickingalgorithmus zur schnellen Panoramabilderstellung in der Fluoreszenzendoskopie.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009
In-Ear Vital Signs Monitoring Using a Novel Microoptic Reflective Sensor.
IEEE Trans. Inf. Technol. Biomed., 2009

Automation of long term extracorporeal oxygenation systems.
Proceedings of the 10th European Control Conference, 2009

Analysis of Heart Rate Variability with an In-Ear Micro-Optic Sensor in View of Motion Artifacts.
Proceedings of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009

2008
Rolf Isermann wird 70.
Autom., 2008

Mobile Mining and Information Management in HealthNet Scenarios.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

2007
Mobile Noncontact Monitoring of Heart and Lung Activity.
IEEE Trans. Biomed. Circuits Syst., 2007

Introduction to Special Section From the BSN2007 Workshop.
IEEE Trans. Biomed. Circuits Syst., 2007

Optimierung der automatisierten Beatmung bei akutem Lungenversagen mit Hilfe der elektrischen Impedanztomographie (Enhancement of Automated Protective Ventilation Strategies in Respiratory Failure using Electrical Impedance Tomography).
Autom., 2007

Automatisierungstechnik für die künstliche Beatmung - eine Standortbestimmung (Automatic Control of Mechanical Ventilation - a Position-fixing).
Autom., 2007

Automatic Step Detection in the Accelerometer Signal.
Proceedings of the 4th International Workshop on Wearable and Implantable Body Sensor Networks, 2007

Bioimpedance Spectroscopy with textile Electrodes for a continuous Monitoring Application.
Proceedings of the 4th International Workshop on Wearable and Implantable Body Sensor Networks, 2007

Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
Review of Current Actuator Suitability for Use in Medical Implants.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Automatisierungstechnik für die Medizin (Automation in Medicine).
Autom., 2005


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