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Hagen Malberg
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2020 – today
- 2024
- [j21]Ali Moradi Amani, Amirhessam Tahmassebi, Andreas Stadlbauer, Uwe Meyer-Baese, Vincent Noblet, Frederic Blanc, Hagen Malberg, Anke Meyer-Baese:
Controllability of Functional and Structural Brain Networks. Complex. 2024 (2024) - [j20]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): 768 (2024) - [j19]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): 3151 (2024) - 2023
- [j18]Richard Hohmuth, Daniel Schwensow, Hagen Malberg, Martin Schmidt:
A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes. Sensors 23(3): 1060 (2023) - [j17]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): 6500 (2023) - [c36]Hannes Ernst, Hagen Malberg, Martin Schmidt:
Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography. CinC 2023: 1-4 - [c35]Alexander Hammer, Hagen Malberg, Martin Schmidt:
Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation. CinC 2023: 1-4 - [c34]Richard Hohmuth, Hannes Ernst, Hagen Malberg, Martin Schmidt:
Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions. CinC 2023: 1-4 - 2022
- [j16]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): 103047 (2022) - [j15]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): 1019-1062 (2022) - [c33]Franz Ehrlich, Johannes Bender, Hagen Malberg, Miriam Goldammer:
Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram. CinC 2022: 1-4 - [c32]Hannes Ernst, Hagen Malberg, Martin Schmidt:
Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress. CinC 2022: 1-4 - [c31]Miriam Goldammer, Sebastian Zaunseder, Franz Ehrlich, Hagen Malberg:
Comparison of Signal Combinations for Cardiorespiratory Sleep Staging. CinC 2022: 1-4 - [c30]Alexander Hammer, Hagen Malberg, Martin Schmidt:
Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features. CinC 2022: 1-4 - [c29]Matthieu Scherpf, Hagen Malberg, Martin Schmidt:
Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals. CinC 2022: 1-4 - [c28]Daniel Schwensow, Richard Hohmuth, Hagen Malberg, Martin Schmidt:
Investigation of muscle fatigue during on-water rowing using surface EMG. EMBC 2022: 3623-3627 - 2021
- [j14]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: 102644 (2021) - [c27]Hannes Ernst, Sebastian Pannasch, Jens R. Helmert, Hagen Malberg, Martin Schmidt:
Cardiovascular Effects of Mental Stress in Healthy Volunteers. CinC 2021: 1-4 - [c26]Matthieu Scherpf, Hannes Ernst, Leo Misera, Hagen Malberg, Martin Schmidt:
Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach. CinC 2021: 1-4 - [c25]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: 1-4 - 2020
- [j13]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): 289 (2020) - [c24]Martin Schmidt, Robin Dunker, Hagen Malberg, Sebastian Zaunseder:
Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction. CinC 2020: 1-4 - [c23]Hannes Ernst, Hagen Malberg, Martin Schmidt:
More Reliable Remote Heart Rate Measurement by Signal Quality Indexes. CinC 2020: 1-4 - [c22]Miriam Goldammer, Sebastian Zaunseder, Hagen Malberg, Felix Gräßer:
Specializing CNN Models for Sleep Staging Based on Heart Rate. CinC 2020: 1-4 - [c21]Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt:
DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network. CinC 2020: 1-4 - [c20]Jonas Weiß, Hagen Malberg, Martin Schmidt:
Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG. CinC 2020: 1-4
2010 – 2019
- 2019
- [j12]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) - [c19]Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder:
Sex Differences in Nocturnal Ventricular Repolarization Variability. CinC 2019: 1-4 - [c18]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: 1-4 - [c17]Miriam Goldammer, Lucas Weber, Hagen Malberg, Sebastian Zaunseder:
Individualized Sleep Stage Classification from Cardiorespiratory Features. ISMICT 2019: 1-6 - 2018
- [j11]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: 311-319 (2018) - [j10]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): 2248-2258 (2018) - [c16]Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder:
Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning. DH 2018: 121-125 - 2017
- [j9]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): 2793-2802 (2017) - [c15]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: 43-48 - [c14]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: 22-26 - 2016
- [j8]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): 894-904 (2016) - [c13]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 - [c12]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: 1-6 - 2015
- [j7]Olaf Simanski, Hagen Malberg:
Automatisierungstechnische Verfahren und Systeme für die Medizin. Autom. 63(1): 3-4 (2015) - [j6]Marian Gransow, Susanne Koch, Florian Tetschke, Ulf Aschenbrenner, Christine Thiele, Hagen Malberg:
Prozessanalyse zur Ex-vivo Nierenperfusion - Fokus: Autoregulation. Autom. 63(1): 23-31 (2015) - [c11]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: 434-438 - 2014
- [j5]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): 5577-5588 (2014) - [c10]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: 325-328 - 2013
- [c9]Georg Lempe, Sebastian Zaunseder, Tom Wirthgen, Stephan Zipser, Hagen Malberg:
ROI Selection for Remote Photoplethysmography. Bildverarbeitung für die Medizin 2013: 99-103 - [c8]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: 193-196 - [c7]Daniel Wedekind, Hagen Malberg, Sebastian Zaunseder:
Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis. SDF 2013: 1-6 - 2012
- [j4]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): 328-334 (2012) - [c6]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: 69-74 - 2011
- [j3]Hagen Malberg, Niels Wessel, Robert Bauernschmitt, Sebastian Zaunseder, Jürgen Kurths, Georg Bretthauer:
Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen. Autom. 59(11): 669-682 (2011) - [c5]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: 1475-1478 - [c4]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: 5935-5938 - [c3]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: 191-200
2000 – 2009
- 2008
- [c2]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: 47-55 - [c1]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: 504-507 - 2007
- [j2]Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Jürgen Kurths:
Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability. Int. J. Bifurc. Chaos 17(10): 3325-3371 (2007) - 2006
- [j1]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): 321-330 (2006)
Coauthor Index
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last updated on 2024-10-23 21:22 CEST by the dblp team
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