Hagen Malberg

According to our database, Hagen Malberg authored at least 57 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Novel Metric for Non-Invasive Beat-to-Beat Blood Pressure Measurements Demonstrates Physiological Blood Pressure Fluctuations during Pregnancy.

David Zimmermann, Hagen Malberg, Martin Schmidt

Sensors, May, 2024

Torsobarography: Intra-Observer Reliability Study of a Novel Posture Analysis Based on Pressure Distribution.

Nico Stecher, Andreas Heinke, Arkadiusz Lukasz Zurawski, Maximilian Robert Harder, Paula Schumann, Thurid Jochim, Hagen Malberg

Sensors, February, 2024

Controllability of Functional and Structural Brain Networks.

Ali Moradi Amani, Amirhessam Tahmassebi, Andreas Stadlbauer, Uwe Meyer-Baese, Vincent Noblet, Frederic Blanc, Hagen Malberg, Anke Meyer-Baese

Complex., 2024

2023

Approach for Non-Intrusive Detection of the Fit of Orthopaedic Devices Based on Vibrational Data.

Constanze Neupetsch, Eric Hensel, Andreas Heinke, Tom Stapf, Nico Stecher, Hagen Malberg, Christoph-Eckhard Heyde, Welf-Guntram Drossel

Sensors, July, 2023

A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes.

Richard Hohmuth, Daniel Schwensow, Hagen Malberg, Martin Schmidt

Sensors, February, 2023

Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions.

Richard Hohmuth, Hannes Ernst, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2023

Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation.

Alexander Hammer, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2023

Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography.

Hannes Ernst, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2023

2022

A pharmaceutical therapy recommender system enabling shared decision-making.

Felix Gräßer, Falko Tesch, Jochen Schmitt, Susanne Abraham, Hagen Malberg, Sebastian Zaunseder

User Model. User Adapt. Interact., 2022

Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness.

Miriam Goldammer, Sebastian Zaunseder, Moritz D. Brandt, Hagen Malberg, Felix Gräßer

Biomed. Signal Process. Control., 2022

Investigation of muscle fatigue during on-water rowing using surface EMG.

Daniel Schwensow, Richard Hohmuth, Hagen Malberg, Martin Schmidt

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals.

Matthieu Scherpf, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2022

Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features.

Alexander Hammer, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2022

Comparison of Signal Combinations for Cardiorespiratory Sleep Staging.

Miriam Goldammer, Sebastian Zaunseder, Franz Ehrlich, Hagen Malberg

Proceedings of the Computing in Cardiology, 2022

Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress.

Hannes Ernst, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2022

Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram.

Franz Ehrlich, Johannes Bender, Hagen Malberg, Miriam Goldammer

Proceedings of the Computing in Cardiology, 2022

2021

Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography.

Hannes Ernst, Matthieu Scherpf, Hagen Malberg, Martin Schmidt

Biomed. Signal Process. Control., 2021

Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography.

Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach.

Matthieu Scherpf, Hannes Ernst, Leo Misera, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Cardiovascular Effects of Mental Stress in Healthy Volunteers.

Hannes Ernst, Sebastian Pannasch, Jens R. Helmert, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Algorithm for Mapping Kidney Tissue Water Content during Normothermic Machine Perfusion Using Hyperspectral Imaging.

Wenke Markgraf, Jannis Lilienthal, Philipp Feistel, Christine Thiele, Hagen Malberg

Algorithms, 2020

Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG.

Jonas Weiß, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2020

DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network.

Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2020

Specializing CNN Models for Sleep Staging Based on Heart Rate.

Miriam Goldammer, Sebastian Zaunseder, Hagen Malberg, Felix Gräßer

Proceedings of the Computing in Cardiology, 2020

More Reliable Remote Heart Rate Measurement by Signal Quality Indexes.

Hannes Ernst, Hagen Malberg, Martin Schmidt

Proceedings of the Computing in Cardiology, 2020

Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction.

Martin Schmidt, Robin Dunker, Hagen Malberg, Sebastian Zaunseder

Proceedings of the Computing in Cardiology, 2020

2019

Predicting sepsis with a recurrent neural network using the MIMIC III database.

Matthieu Scherpf, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder

Comput. Biol. Medicine, 2019

Individualized Sleep Stage Classification from Cardiorespiratory Features.

Miriam Goldammer, Lucas Weber, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019

Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted Machine.

Matthieu Scherpf, Miriam Goldammer, Hagen Malberg, Felix Gräßer

Proceedings of the 46th Computing in Cardiology, 2019

Sex Differences in Nocturnal Ventricular Repolarization Variability.

Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 46th Computing in Cardiology, 2019

2018

Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation.

Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund

IEEE Trans. Biomed. Eng., 2018

Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals.

Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder

Biomed. Signal Process. Control., 2018

Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning.

Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 2018 International Conference on Digital Health, 2018

2017

Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation.

Fernando Andreotti, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder

IEEE Trans. Biomed. Eng., 2017

Neighborhood-based Collaborative Filtering for Therapy Decision Support.

Felix Gräßer, Stefanie Beckert, Denise Küster, Susanne Abraham, Hagen Malberg, Jochen Schmitt, Sebastian Zaunseder

Proceedings of the 2nd International Workshop on Health Recommender Systems co-located with the 11th International Conference on Recommender Systems (RecSys 2017), 2017

Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation.

Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt, Thomas Waldow, Frederik Gaetjen, Katrin Plötze, Hagen Malberg, Klaus Matschke, Sebastian Zaunseder

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Blutgasregelung in low-flow-Anwendungen, speziell während normothermer ex-vivo Nierenperfusion.

Marian Gransow, Susanne Kromnik, Florian Tetschke, Martin Janssen, Christine Thiele, Hagen Malberg

Autom., 2016

Application of recommender system methods for therapy decision support.

Felix Gräßer, Hagen Malberg, Sebastian Zaunseder, Stefanie Beckert, Denise Küster, Jochen Schmitt, Susanne Abraham

Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation.

Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Automatisierungstechnische Verfahren und Systeme für die Medizin.

Olaf Simanski, Hagen Malberg

Autom., 2015

Prozessanalyse zur Ex-vivo Nierenperfusion - Fokus: Autoregulation.

Marian Gransow, Susanne Koch, Florian Tetschke, Ulf Aschenbrenner, Christine Thiele, Hagen Malberg

Autom., 2015

Assessment of source separation techniques to extract vital parameters from videos.

Daniel Wedekind, Alexander Trumpp, Fernando Andreotti, Frederik Gaetjen, Stefan Rasche, Klaus Matschke, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing.

Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder

IEEE Trans. Signal Process., 2014

Optimized Modelling of Maternal ECG Beats using the Stationary Wavelet Transform.

Fernando Andreotti, Joachim Behar, Julien Oster, Gari D. Clifford, Hagen Malberg, Sebastian Zaunseder

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis.

Daniel Wedekind, Hagen Malberg, Sebastian Zaunseder

Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

Maternal Signal Estimation by Kalman Filtering and Template Adaptation for Fetal Heart Rate Extraction.

Fernando Andreotti, Maik Riedl, Tilo Himmelsbach, Daniel Wedekind, Sebastian Zaunseder, Niels Wessel, Hagen Malberg

Proceedings of the Computing in Cardiology, 2013

ROI Selection for Remote Photoplethysmography.

Georg Lempe, Sebastian Zaunseder, Tom Wirthgen, Stephan Zipser, Hagen Malberg

Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

2012

Effect of CPAP therapy on daytime cardiovascular regulations in patients with obstructive sleep apnea.

Thomas Penzel, Maik Riedl, Andrej Gapelyuk, Alexander Suhrbier, Georg Bretthauer, Hagen Malberg, Christoph Schöbel, Ingo Fietze, Jörg Heitmann, Jürgen Kurths, Niels Wessel

Comput. Biol. Medicine, 2012

Symbolic Coupling Traces for Coupling Analyses of Medical Time Series.

Niels Wessel, Maik Riedl, Hagen Malberg, Thomas Penzel, Jürgen Kurths

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011

Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen.

Hagen Malberg, Niels Wessel, Robert Bauernschmitt, Sebastian Zaunseder, Jürgen Kurths, Georg Bretthauer

Autom., 2011

The influence of the spatial separation of control elements on the workload for mobile information systems.

Jens Ziegler, Markus Graube, Alexander Suhrbier, Niels Wessel, Hagen Malberg, Leon Urbas

Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Symbolic coupling traces for causality analysis of cardiovascular control.

Niels Wessel, Alexander Suhrbier, Maik Riedl, Norbert Marwan, Hagen Malberg, Georg Bretthauer, Thomas Penzel, Jürgen Kurths

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Cardiovascular and respiratory regulation during sleep in patients with sleep apnea with and without hypertension.

Thomas Penzel, Alexander Suhrbier, Georg Bretthauer, Maik Riedl, Niels Wessel, Jürgen Kurths, Hagen Malberg, Ingo Fietze

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008

Analysis of Heart Rate and Blood Pressure Variability in Pregnancy - New Method for the Prediction of Preeclampsia.

Hagen Malberg, Robert Bauernschmitt, Thomas Walther, Andreas Voss, Renaldo Faber, Holger Stepan, Niels Wessel

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Delayed Recovery of Cardiovascular Autonomic Function After Mitral Valve Surgery - Evidence for Direct Trauma?

Robert Bauernschmitt, Beatrice Retzlaff, Niels Wessel, Hagen Malberg, Gernot Brockmann, Christian Uhl, Rüdiger Lange

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability.

Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Jürgen Kurths

Int. J. Bifurc. Chaos, 2007

2006

Nonlinear additive autoregressive model-based analysis of short-term heart rate variability.

Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Alexander Schirdewan, Jürgen Kurths

Medical Biol. Eng. Comput., 2006