Hagen Malberg

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Topics

Atrial Fibrillation

Source Separation

Top Venues

Biomed. Signal Process. Control.

Publications

David Zimmermann, Hagen Malberg, Martin Schmidt
Novel Metric for Non-Invasive Beat-to-Beat Blood Pressure Measurements Demonstrates Physiological Blood Pressure Fluctuations during Pregnancy. Sensors 24 (10) (2024)
Nico Stecher, Andreas Heinke, Arkadiusz Lukasz Zurawski, Maximilian Robert Harder, Paula Schumann, Thurid Jochim, Hagen Malberg
Torsobarography: Intra-Observer Reliability Study of a Novel Posture Analysis Based on Pressure Distribution. Sensors 24 (3) (2024)
Alexander Hammer, Hagen Malberg, Martin Schmidt
Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation. CinC (2023)
Constanze Neupetsch, Eric Hensel, Andreas Heinke, Tom Stapf, Nico Stecher, Hagen Malberg, Christoph-Eckhard Heyde, Welf-Guntram Drossel
Approach for Non-Intrusive Detection of the Fit of Orthopaedic Devices Based on Vibrational Data. Sensors 23 (14) (2023)
Hannes Ernst, Hagen Malberg, Martin Schmidt
Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography. CinC (2023)
Richard Hohmuth, Daniel Schwensow, Hagen Malberg, Martin Schmidt
A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes. Sensors 23 (3) (2023)
Richard Hohmuth, Hannes Ernst, Hagen Malberg, Martin Schmidt
Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions. CinC (2023)
Felix Gräßer, Falko Tesch, Jochen Schmitt, Susanne Abraham, Hagen Malberg, Sebastian Zaunseder
A pharmaceutical therapy recommender system enabling shared decision-making. User Model. User Adapt. Interact. 32 (5) (2022)
Miriam Goldammer, Sebastian Zaunseder, Moritz D. Brandt, Hagen Malberg, Felix Gräßer
Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness. Biomed. Signal Process. Control. 71 (Part) (2022)
Matthieu Scherpf, Hagen Malberg, Martin Schmidt
Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals. CinC (2022)
Alexander Hammer, Hagen Malberg, Martin Schmidt
Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features. CinC (2022)
Hannes Ernst, Hagen Malberg, Martin Schmidt
Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress. CinC (2022)
Miriam Goldammer, Sebastian Zaunseder, Franz Ehrlich, Hagen Malberg
Comparison of Signal Combinations for Cardiorespiratory Sleep Staging. CinC (2022)
Franz Ehrlich, Johannes Bender, Hagen Malberg, Miriam Goldammer
Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram. CinC (2022)
Daniel Schwensow, Richard Hohmuth, Hagen Malberg, Martin Schmidt
Investigation of muscle fatigue during on-water rowing using surface EMG. EMBC (2022)
Hannes Ernst, Matthieu Scherpf, Hagen Malberg, Martin Schmidt
Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography. Biomed. Signal Process. Control. 68 (2021)
Matthieu Scherpf, Hannes Ernst, Leo Misera, Hagen Malberg, Martin Schmidt
Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach. CinC (2021)
Hannes Ernst, Sebastian Pannasch, Jens R. Helmert, Hagen Malberg, Martin Schmidt
Cardiovascular Effects of Mental Stress in Healthy Volunteers. CinC (2021)
Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert
Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography. CinC (2021)
Miriam Goldammer, Sebastian Zaunseder, Hagen Malberg, Felix Gräßer
Specializing CNN Models for Sleep Staging Based on Heart Rate. CinC (2020)
Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt
DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network. CinC (2020)
Jonas Weiß, Hagen Malberg, Martin Schmidt
Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG. CinC (2020)
Hannes Ernst, Hagen Malberg, Martin Schmidt
More Reliable Remote Heart Rate Measurement by Signal Quality Indexes. CinC (2020)
Wenke Markgraf, Jannis Lilienthal, Philipp Feistel, Christine Thiele, Hagen Malberg
Algorithm for Mapping Kidney Tissue Water Content during Normothermic Machine Perfusion Using Hyperspectral Imaging. Algorithms 13 (11) (2020)
Martin Schmidt, Robin Dunker, Hagen Malberg, Sebastian Zaunseder
Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction. CinC (2020)
Matthieu Scherpf, Miriam Goldammer, Hagen Malberg, Felix Gräßer
Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted Machine. CinC (2019)
Miriam Goldammer, Lucas Weber, Hagen Malberg, Sebastian Zaunseder
Individualized Sleep Stage Classification from Cardiorespiratory Features. ISMICT (2019)
Matthieu Scherpf, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder
Predicting sepsis with a recurrent neural network using the MIMIC III database. Comput. Biol. Medicine 113 (2019)
Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
Sex Differences in Nocturnal Ventricular Repolarization Variability. CinC (2019)
Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals. Biomed. Signal Process. Control. 43 (2018)
Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder
Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning. DH (2018)
Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Fernando Andreotti, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder
Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt, Thomas Waldow, Frederik Gaetjen, Katrin Plötze, Hagen Malberg, Klaus Matschke, Sebastian Zaunseder
Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation. Bildverarbeitung für die Medizin (2017)
Felix Gräßer, Stefanie Beckert, Denise Küster, Susanne Abraham, Hagen Malberg, Jochen Schmitt, Sebastian Zaunseder
Neighborhood-based Collaborative Filtering for Therapy Decision Support. HealthRecSys@RecSys (2017)
Felix Gräßer, Hagen Malberg, Sebastian Zaunseder, Stefanie Beckert, Denise Küster, Jochen Schmitt, Susanne Abraham
Application of recommender system methods for therapy decision support. HealthCom (2016)
Marian Gransow, Susanne Kromnik, Florian Tetschke, Martin Janssen, Christine Thiele, Hagen Malberg
Blutgasregelung in low-flow-Anwendungen, speziell während normothermer ex-vivo Nierenperfusion. Autom. 64 (11) (2016)
Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation. CinC (2016)
Olaf Simanski, Hagen Malberg
Automatisierungstechnische Verfahren und Systeme für die Medizin. Autom. 63 (1) (2015)
Daniel Wedekind, Alexander Trumpp, Fernando Andreotti, Frederik Gaetjen, Stefan Rasche, Klaus Matschke, Hagen Malberg, Sebastian Zaunseder
Assessment of source separation techniques to extract vital parameters from videos. EUSIPCO (2015)
Marian Gransow, Susanne Koch, Florian Tetschke, Ulf Aschenbrenner, Christine Thiele, Hagen Malberg
Prozessanalyse zur Ex-vivo Nierenperfusion - Fokus: Autoregulation. Autom. 63 (1) (2015)
Fernando Andreotti, Joachim Behar, Julien Oster, Gari D. Clifford, Hagen Malberg, Sebastian Zaunseder
Optimized Modelling of Maternal ECG Beats using the Stationary Wavelet Transform. CinC (2014)
Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder
Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing. IEEE Trans. Signal Process. 62 (21) (2014)
Fernando Andreotti, Maik Riedl, Tilo Himmelsbach, Daniel Wedekind, Sebastian Zaunseder, Niels Wessel, Hagen Malberg
Maternal Signal Estimation by Kalman Filtering and Template Adaptation for Fetal Heart Rate Extraction. CinC (2013)
Georg Lempe, Sebastian Zaunseder, Tom Wirthgen, Stephan Zipser, Hagen Malberg
ROI Selection for Remote Photoplethysmography. Bildverarbeitung für die Medizin (2013)
Daniel Wedekind, Hagen Malberg, Sebastian Zaunseder
Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis. SDF (2013)
Niels Wessel, Maik Riedl, Hagen Malberg, Thomas Penzel, Jürgen Kurths
Symbolic Coupling Traces for Coupling Analyses of Medical Time Series. Bildverarbeitung für die Medizin (2012)
Thomas Penzel, Maik Riedl, Andrej Gapelyuk, Alexander Suhrbier, Georg Bretthauer, Hagen Malberg, Christoph Schöbel, Ingo Fietze, Jörg Heitmann, Jürgen Kurths, Niels Wessel
Effect of CPAP therapy on daytime cardiovascular regulations in patients with obstructive sleep apnea. Comput. Biol. Medicine 42 (3) (2012)
Niels Wessel, Alexander Suhrbier, Maik Riedl, Norbert Marwan, Hagen Malberg, Georg Bretthauer, Thomas Penzel, Jürgen Kurths
Symbolic coupling traces for causality analysis of cardiovascular control. EMBC (2011)
Jens Ziegler, Markus Graube, Alexander Suhrbier, Niels Wessel, Hagen Malberg, Leon Urbas
The influence of the spatial separation of control elements on the workload for mobile information systems. Mobile HCI (2011)
Hagen Malberg, Niels Wessel, Robert Bauernschmitt, Sebastian Zaunseder, Jürgen Kurths, Georg Bretthauer
Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen. Autom. 59 (11) (2011)
Thomas Penzel, Alexander Suhrbier, Georg Bretthauer, Maik Riedl, Niels Wessel, Jürgen Kurths, Hagen Malberg, Ingo Fietze
Cardiovascular and respiratory regulation during sleep in patients with sleep apnea with and without hypertension. EMBC (2011)
Hagen Malberg, Robert Bauernschmitt, Thomas Walther, Andreas Voss, Renaldo Faber, Holger Stepan, Niels Wessel
Analysis of Heart Rate and Blood Pressure Variability in Pregnancy - New Method for the Prediction of Preeclampsia. BIOSIGNALS (1) (2008)
Robert Bauernschmitt, Beatrice Retzlaff, Niels Wessel, Hagen Malberg, Gernot Brockmann, Christian Uhl, Rüdiger Lange
Delayed Recovery of Cardiovascular Autonomic Function After Mitral Valve Surgery - Evidence for Direct Trauma? BIOSIGNALS (2) (2008)
Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Jürgen Kurths
Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability. Int. J. Bifurc. Chaos 17 (10) (2007)
Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Alexander Schirdewan, Jürgen Kurths
Nonlinear additive autoregressive model-based analysis of short-term heart rate variability. Medical Biol. Eng. Comput. 44 (4) (2006)