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Journal Articles
- 2026
[j18]Florian Voss
, Simon Lyra, Celine Noehl, Milian Brasche, Konrad Heimann, Luisa Hensel, Thorsten Orlikowsky, Steffen Leonhardt, Markus J. Lüken:
Spatial temperature monitoring of preterm infants using a multi-modal camera setup. Medical Biol. Eng. Comput. 64(6): 2189-2208 (2026)- 2025
- [j17]Shubhanshu Sharma, Boby George, Chenglin Lyu, Philip von Platen, Markus J. Lüken, Marian Walter, Leo Cornelius Bollheimer, Steffen Leonhardt:
Enhancing Gait Analysis and Pathway Classification Through Ground Impedance-Based Shoes: An Innovative Approach. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j16]Markus J. Lüken, Jannik Mettner, Nicolai Spicher, Michael Gramlich, Nikolaus Marx, Steffen Leonhardt, Matthias D. Zink:
Towards Artificial Intelligence-Based Decision Support for Large-Scale Screening for Atrial Fibrillation. IEEE J. Biomed. Health Informatics 29(10): 7633-7642 (2025) - 2024
- [j15]Florian Voss, Philipp Grünter, Johannes Wolski, Steffen Leonhardt, Markus J. Lüken:
Hardware-in-the-loop setup for contactless skin servo control of neonatal incubators. Biomed. Signal Process. Control. 88(Part B): 105628 (2024) - [j14]Christoph Weiss, Inka C. Hiss, Benjamin Clemens, Ute Habel, Ulrich Canzler, Jarek Krajewski, Steffen Leonhardt, Markus J. Lüken:
Feasibility of unobtrusive camera-based heart rate extraction in a clinical interview scenario. Biomed. Signal Process. Control. 96: 106582 (2024) - 2023
- [j13]Simon Lyra, Arian Mustafa, Jöran Rixen, Stefan Borik, Markus J. Lüken, Steffen Leonhardt:
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset. Sensors 23(2): 999 (2023) - [j12]Onno Linschmann, Durmus Umutcan Uguz, Bianca Romanski, Immo Baarlink, Pujitha Gunaratne, Steffen Leonhardt, Marian Walter, Markus J. Lüken:
A Portable Multi-Modal Cushion for Continuous Monitoring of a Driver's Vital Signs. Sensors 23(8): 4002 (2023) - [j11]Markus J. Lüken, Michael Gramlich, Steffen Leonhardt, Nikolaus Marx, Matthias D. Zink:
Automated Signal Quality Assessment of Single-Lead ECG Recordings for Early Detection of Silent Atrial Fibrillation. Sensors 23(12): 5618 (2023) - 2022
- [j10]Florian Voss, Simon Lyra, Daniel Blase, Steffen Leonhardt, Markus J. Lüken:
A Setup for Camera-Based Detection of Simulated Pathological States Using a Neonatal Phantom. Sensors 22(3): 957 (2022) - [j9]Chuong Ngo, Carlos Munoz, Markus J. Lüken, Alfred Hülkenberg, Leo Cornelius Bollheimer, Andrey Briko, Alexander Kobelev, Sergey Shchukin, Steffen Leonhardt:
A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography. Sensors 22(5): 1941 (2022) - [j8]Durmus Umutcan Uguz, Zehra Tugce Canbaz, Christoph Hoog Antink, Markus J. Lüken, Steffen Leonhardt:
A Novel Sensor Design for Amplitude Modulated Measurement of Capacitive ECG. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j7]Sanjay Chandrasekaran, Markus J. Lüken, Steffen Leonhardt, Uma Gandhi, Thea Laurentius, Leo Cornelius Bollheimer, Chuong Ngo:
Estimation of Step Length With Wearable Thigh Sensor Using an Unscented Kalman Filter. IEEE J. Biomed. Health Informatics 26(8): 3779-3790 (2022) - 2020
- [j6]Markus J. Lüken, Leo Mueller, Michel G. Decker, Leo Cornelius Bollheimer, Steffen Leonhardt, Chuong Ngo:
Evaluation and Application of a Customizable Wireless Platform: A Body Sensor Network for Unobtrusive Gait Analysis in Everyday Life. Sensors 20(24): 7325 (2020) - [j5]Markus J. Lüken, Warner ten Kate, Giulio Valenti, João P. Batista, Leo Cornelius Bollheimer, Steffen Leonhardt, Chuong Ngo:
Estimation of Stride Time Variability in Unobtrusive Long-Term Monitoring Using Inertial Measurement Sensors. IEEE J. Biomed. Health Informatics 24(7): 1879-1886 (2020) - 2017
- [j4]Berno J. E. Misgeld, Zelun Tony Zhang, Markus J. Lüken, Steffen Leonhardt:
Model-Based Estimation of Ankle Joint Stiffness. Sensors 17(4): 713 (2017) - [j3]Berno J. E. Misgeld, Markus J. Lüken, Robert Riener, Steffen Leonhardt:
Observer-Based Human Knee Stiffness Estimation. IEEE Trans. Biomed. Eng. 64(5): 1033-1044 (2017) - 2016
- [j2]Berno J. E. Misgeld, Markus J. Lüken, Daniel Heitzmann, Sebastian I. Wolf, Steffen Leonhardt:
Body-Sensor-Network-Based Spasticity Detection. IEEE J. Biomed. Health Informatics 20(3): 748-755 (2016) - 2015
- [j1]Markus J. Lüken, Berno J. E. Misgeld, Daniel Rüschen, Steffen Leonhardt:
Multi-Sensor Calibration of Low-Cost Magnetic, Angular Rate and Gravity Systems. Sensors 15(10): 25919-25936 (2015)
Conference and Workshop Papers
- 2026
- [c23]Lavinia Goldermann, Pascal Raabe, Markus J. Lüken, Steffen Leonhardt, André Stollenwerk:
Anomaly Detection in cECG Data Using Unsupervised Learning. BIOSTEC (1) 2026: 452-456 - 2025
- [c22]Daniel Blase, Minju Kim, Steffen Leonhardt, Markus J. Lüken:
Reliable Staging of Pressure Ulcers using Deep Learning on an Unbalanced Dataset. MeMeA 2025: 1-6 - 2024
- [c21]Markus J. Lüken, Steffen Leonhardt:
Multimodal Sensor Integration for Unobtrusive Measurement of Blood Pressure-Related Parameters. BSN 2024: 1-4 - [c20]Idoia Badiola, Stefan Noppeney, Vladimir Blazek, Steffen Leonhardt, Markus J. Lüken:
Development of an electro-pneumatic calf muscle actuator to estimate peripheral venous oxygen saturation using photoplethysmography. EMBC 2024: 1-4 - [c19]Daniel Blase, Oussama Chayeb, Peter Y. Chan, Steffen Leonhardt, Markus J. Lüken:
A Deep-Learning-Based Approach for Delirium Monitoring in ICU Patients Using Thermograms. EMBC 2024: 1-4 - [c18]Idoia Badiola, Fatih Kaya, Vladimir Blazek, Steffen Leonhardt, Markus J. Lüken:
Simultaneous Arterial and Venous Oximetry with a Novel Flexi-Frequency Cuff Actuator. MeMeA 2024: 1-6 - 2023
- [c17]Idoia Badiola, Onno Linschmann, Lina Willms, Vladimir Blazek, Steffen Leonhardt, Markus J. Lüken:
Monte Carlo simulation-based analysis of unobtrusive PPG monitoring through clothes. CBMS 2023: 776-781 - [c16]Onno Linschmann, Tim Horstmann, Steffen Leonhardt, Markus J. Lüken:
Sensor Fusion of Cardiorespiratory Signals Using an Adaptive Kalman Filter. EMBC 2023: 1-4 - [c15]Simon Lyra, Jinyi Jin, Steffen Leonhardt, Markus J. Lüken:
Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning. EMBC 2023: 1-4 - [c14]Florian Voss, Lennard Tiltmann, Simon Lyra, Steffen Leonhardt, Markus J. Lüken:
A Physical Phantom for the Simulation of Neonatal Thermoregulation. EMBC 2023: 1-4 - 2022
- [c13]Onno Linschmann, Carl Revander, Steffen Leonhardt, Markus J. Lüken:
Motion Artifact Detection and Classification for Unobtrusive Cardiorespiratory Signals Using Machine Learning. CinC 2022: 1-4 - [c12]Sanjay Chandrasekaran, Markus J. Lüken, Steffen Leonhardt, Uma Gandhi, Thea Laurentius, Leo Cornelius Bollheimer, Chuong Ngo:
Step Length Estimation with Wearable Wrist Sensor using ANN. EMBC 2022: 1125-1128 - [c11]Markus J. Lüken, Joshua Wenner, Steffen Leonhardt, Chuong Ngo:
Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup. EMBC 2022: 3653-3656 - [c10]Markus J. Lüken, Thea Laurentius, Leo Cornelius Bollheimer, Steffen Leonhardt, Chuong Ngo:
Identification of Individually Altered Gait Behavior Using an Unobtrusive IMU Sensor Setup. EMBC 2022: 4183-4187 - [c9]Simon Lyra, Ines Groß-Weege, Steffen Leonhardt, Markus J. Lüken:
Real-Time Respiration Monitoring of Neonates from Thermography Images Using Deep Learning. ICIAP (1) 2022: 221-232 - 2019
- [c8]Markus J. Lüken, Warner ten Kate, João P. Batista, Chuong Ngo, Leo Cornelius Bollheimer, Steffen Leonhardt:
Peak Detection Algorithm for Gait Segmentation in Long-Term Monitoring for Stride Time Estimation using Inertial Measurement Sensors. BHI 2019: 1-4 - 2017
- [c7]Markus J. Lüken, Xiaowei Feng, Boudewijn Venema, Berno J. E. Misgeld, Steffen Leonhardt:
Photoplethysmography-based in-ear sensor system for identification of increased stress arousal in everyday life. BSN 2017: 83-86 - [c6]Lin Liu, Markus J. Lüken, Steffen Leonhardt, Berno J. E. Misgeld:
EMG-driven model-based knee torque estimation on a variable impedance actuator orthosis. CBS 2017: 262-267 - 2016
- [c5]Berno J. E. Misgeld, Markus J. Lüken, Steffen Leonhardt:
Identification of isolated biomechanical parameters with a wireless body sensor network. BSN 2016: 37-42 - [c4]Markus J. Lüken, Bernhard Penzlin, Steffen Leonhardt, Berno J. E. Misgeld:
Quantification of respiratory sinus arrhythmia using the IPANEMA body sensor network. BSN 2016: 83-88 - [c3]Markus J. Lüken, Steffen Leonhardt, Berno J. E. Misgeld:
Generalized polynomial chaos-based estimation of human knee stiffness. MFI 2016: 558-563 - 2015
- [c2]Markus J. Lüken, Berno J. E. Misgeld, Steffen Leonhardt:
Classification of spasticity affected EMG-signals. BSN 2015: 1-6 - 2014
- [c1]Berno J. E. Misgeld, Markus J. Lüken, Saim Kim, Steffen Leonhardt:
Body sensor network-based spasticity detection. MobiHealth 2014: 291-295
Coauthor Index
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