Hagen Malberg - RankMe

59 papers C 1Journal 23Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DeepPerfusion: A comprehensible two-branched deep learning architecture for high-precision blood volume pulse extraction based on imaging photoplethysmography. Comput. Biol. Medicine Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt
2025	J	`jnl`	Non-invasive maturity assessment of iPSC-CMs based on optical maturity characteristics using interpretable AI. CoRR Fabian Scheurer, Alexander Hammer, Mario Schubert, Robert-Patrick Steiner, Oliver Gamm, Kaomei Guan, Frank Sonntag, Hagen Malberg, Martin Schmidt
2024	J	`jnl`	Controllability of Functional and Structural Brain Networks. Complex. Ali Moradi Amani, Amirhessam Tahmassebi, Andreas Stadlbauer, Uwe Meyer-Baese, Vincent Noblet, Frederic Blanc, Hagen Malberg, Anke Meyer-Baese
2024	J	`jnl`	Novel Metric for Non-Invasive Beat-to-Beat Blood Pressure Measurements Demonstrates Physiological Blood Pressure Fluctuations during Pregnancy. Sensors David Zimmermann, Hagen Malberg, Martin Schmidt
2024	J	`jnl`	Torsobarography: Intra-Observer Reliability Study of a Novel Posture Analysis Based on Pressure Distribution. Sensors Nico Stecher, Andreas Heinke, Arkadiusz Lukasz Zurawski, Maximilian Robert Harder, Paula Schumann, Thurid Jochim, Hagen Malberg
2023	J	`jnl`	A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes. Sensors Richard Hohmuth, Daniel Schwensow, Hagen Malberg, Martin Schmidt
2023	J	`jnl`	Approach for Non-Intrusive Detection of the Fit of Orthopaedic Devices Based on Vibrational Data. Sensors Constanze Neupetsch, Eric Hensel, Andreas Heinke, Tom Stapf, Nico Stecher, Hagen Malberg, Christoph-Eckhard Heyde, Welf-Guntram Drossel
2023	—	`conf`	Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography. CinC Hannes Ernst, Hagen Malberg, Martin Schmidt
2023	—	`conf`	Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions. CinC Richard Hohmuth, Hannes Ernst, Hagen Malberg, Martin Schmidt
2023	—	`conf`	Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation. CinC Alexander Hammer, Hagen Malberg, Martin Schmidt
2022	J	`jnl`	A pharmaceutical therapy recommender system enabling shared decision-making. User Model. User Adapt. Interact. Felix Gräßer, Falko Tesch, Jochen Schmitt, Susanne Abraham, Hagen Malberg, Sebastian Zaunseder
2022	—	`conf`	Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram. CinC Franz Ehrlich, Johannes Bender, Hagen Malberg, Miriam Goldammer
2022	—	`conf`	Comparison of Signal Combinations for Cardiorespiratory Sleep Staging. CinC Miriam Goldammer, Sebastian Zaunseder, Franz Ehrlich, Hagen Malberg
2022	—	`conf`	Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals. CinC Matthieu Scherpf, Hagen Malberg, Martin Schmidt
2022	J	`jnl`	Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness. Biomed. Signal Process. Control. Miriam Goldammer, Sebastian Zaunseder, Moritz D. Brandt, Hagen Malberg, Felix Gräßer
2022	—	`conf`	Investigation of muscle fatigue during on-water rowing using surface EMG. EMBC Daniel Schwensow, Richard Hohmuth, Hagen Malberg, Martin Schmidt
2022	—	`conf`	Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress. CinC Hannes Ernst, Hagen Malberg, Martin Schmidt
2022	—	`conf`	Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features. CinC Alexander Hammer, Hagen Malberg, Martin Schmidt
2021	—	`conf`	Cardiovascular Effects of Mental Stress in Healthy Volunteers. CinC Hannes Ernst, Sebastian Pannasch, Jens R. Helmert, Hagen Malberg, Martin Schmidt
2021	—	`conf`	Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography. CinC Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert
2021	J	`jnl`	Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography. Biomed. Signal Process. Control. Hannes Ernst, Matthieu Scherpf, Hagen Malberg, Martin Schmidt
2021	—	`conf`	Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach. CinC Matthieu Scherpf, Hannes Ernst, Leo Misera, Hagen Malberg, Martin Schmidt
2020	J	`jnl`	Algorithm for Mapping Kidney Tissue Water Content during Normothermic Machine Perfusion Using Hyperspectral Imaging. Algorithms Wenke Markgraf, Jannis Lilienthal, Philipp Feistel, Christine Thiele, Hagen Malberg
2020	—	`conf`	DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network. CinC Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt
2020	—	`conf`	Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG. CinC Jonas Weiß, Hagen Malberg, Martin Schmidt
2020	—	`conf`	More Reliable Remote Heart Rate Measurement by Signal Quality Indexes. CinC Hannes Ernst, Hagen Malberg, Martin Schmidt
2020	—	`conf`	Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction. CinC Martin Schmidt, Robin Dunker, Hagen Malberg, Sebastian Zaunseder
2020	—	`conf`	Specializing CNN Models for Sleep Staging Based on Heart Rate. CinC Miriam Goldammer, Sebastian Zaunseder, Hagen Malberg, Felix Gräßer
2019	—	`conf`	Individualized Sleep Stage Classification from Cardiorespiratory Features. ISMICT Miriam Goldammer, Lucas Weber, Hagen Malberg, Sebastian Zaunseder
2019	J	`jnl`	Predicting sepsis with a recurrent neural network using the MIMIC III database. Comput. Biol. Medicine Matthieu Scherpf, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder
2019	—	`conf`	Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted Machine. CinC Matthieu Scherpf, Miriam Goldammer, Hagen Malberg, Felix Gräßer
2019	—	`conf`	Sex Differences in Nocturnal Ventricular Repolarization Variability. CinC Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
2018	—	`conf`	Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning. DH Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder
2018	J	`jnl`	Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals. Biomed. Signal Process. Control. Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
2018	J	`jnl`	Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation. IEEE Trans. Biomed. Eng. Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
2017	—	`conf`	Neighborhood-based Collaborative Filtering for Therapy Decision Support. HealthRecSys@RecSys Felix Gräßer, Stefanie Beckert, Denise Küster, Susanne Abraham, Hagen Malberg, Jochen Schmitt, Sebastian Zaunseder
2017	J	`jnl`	Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation. IEEE Trans. Biomed. Eng. Fernando Andreotti, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder
2017	—	`conf`	Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation. Bildverarbeitung für die Medizin Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt, Thomas Waldow, Frederik Gaetjen, Katrin Plötze, Hagen Malberg, Klaus Matschke, Sebastian Zaunseder
2016	C	`conf`	Application of recommender system methods for therapy decision support. HealthCom Felix Gräßer, Hagen Malberg, Sebastian Zaunseder, Stefanie Beckert, Denise Küster, Jochen Schmitt, Susanne Abraham
2016	J	`jnl`	Blutgasregelung in low-flow-Anwendungen, speziell während normothermer ex-vivo Nierenperfusion. Autom. Marian Gransow, Susanne Kromnik, Florian Tetschke, Martin Janssen, Christine Thiele, Hagen Malberg
2016	—	`conf`	Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation. CinC Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
2015	—	`conf`	Assessment of source separation techniques to extract vital parameters from videos. EUSIPCO Daniel Wedekind, Alexander Trumpp, Fernando Andreotti, Frederik Gaetjen, Stefan Rasche, Klaus Matschke, Hagen Malberg, Sebastian Zaunseder
2015	J	`jnl`	Automatisierungstechnische Verfahren und Systeme für die Medizin. Autom. Olaf Simanski, Hagen Malberg
2015	J	`jnl`	Prozessanalyse zur Ex-vivo Nierenperfusion - Fokus: Autoregulation. Autom. Marian Gransow, Susanne Koch, Florian Tetschke, Ulf Aschenbrenner, Christine Thiele, Hagen Malberg
2014	—	`conf`	Optimized Modelling of Maternal ECG Beats using the Stationary Wavelet Transform. CinC Fernando Andreotti, Joachim Behar, Julien Oster, Gari D. Clifford, Hagen Malberg, Sebastian Zaunseder
2014	J	`jnl`	Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing. IEEE Trans. Signal Process. Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder
2013	—	`conf`	Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis. SDF Daniel Wedekind, Hagen Malberg, Sebastian Zaunseder
2013	—	`conf`	Maternal Signal Estimation by Kalman Filtering and Template Adaptation for Fetal Heart Rate Extraction. CinC Fernando Andreotti, Maik Riedl, Tilo Himmelsbach, Daniel Wedekind, Sebastian Zaunseder, Niels Wessel, Hagen Malberg
2013	—	`conf`	ROI Selection for Remote Photoplethysmography. Bildverarbeitung für die Medizin Georg Lempe, Sebastian Zaunseder, Tom Wirthgen, Stephan Zipser, Hagen Malberg
2012	J	`jnl`	Effect of CPAP therapy on daytime cardiovascular regulations in patients with obstructive sleep apnea. Comput. Biol. Medicine Thomas Penzel, Maik Riedl, Andrej Gapelyuk, Alexander Suhrbier, Georg Bretthauer, Hagen Malberg, Christoph Schöbel, Ingo Fietze, Jörg Heitmann, Jürgen Kurths, Niels Wessel
2012	—	`conf`	Symbolic Coupling Traces for Coupling Analyses of Medical Time Series. Bildverarbeitung für die Medizin Niels Wessel, Maik Riedl, Hagen Malberg, Thomas Penzel, Jürgen Kurths
2011	—	`conf`	Cardiovascular and respiratory regulation during sleep in patients with sleep apnea with and without hypertension. EMBC Thomas Penzel, Alexander Suhrbier, Georg Bretthauer, Maik Riedl, Niels Wessel, Jürgen Kurths, Hagen Malberg, Ingo Fietze
2011	J	`jnl`	Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen. Autom. Hagen Malberg, Niels Wessel, Robert Bauernschmitt, Sebastian Zaunseder, Jürgen Kurths, Georg Bretthauer
2011	—	`conf`	Symbolic coupling traces for causality analysis of cardiovascular control. EMBC Niels Wessel, Alexander Suhrbier, Maik Riedl, Norbert Marwan, Hagen Malberg, Georg Bretthauer, Thomas Penzel, Jürgen Kurths
2011	—	`conf`	The influence of the spatial separation of control elements on the workload for mobile information systems. Mobile HCI Jens Ziegler, Markus Graube, Alexander Suhrbier, Niels Wessel, Hagen Malberg, Leon Urbas
2008	—	`conf`	Analysis of Heart Rate and Blood Pressure Variability in Pregnancy - New Method for the Prediction of Preeclampsia. BIOSIGNALS (1) Hagen Malberg, Robert Bauernschmitt, Thomas Walther, Andreas Voss, Renaldo Faber, Holger Stepan, Niels Wessel
2008	—	`conf`	Delayed Recovery of Cardiovascular Autonomic Function After Mitral Valve Surgery - Evidence for Direct Trauma? BIOSIGNALS (2) Robert Bauernschmitt, Beatrice Retzlaff, Niels Wessel, Hagen Malberg, Gernot Brockmann, Christian Uhl, Rüdiger Lange
2007	J	`jnl`	Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability. Int. J. Bifurc. Chaos Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Jürgen Kurths
2006	J	`jnl`	Nonlinear additive autoregressive model-based analysis of short-term heart rate variability. Medical Biol. Eng. Comput. Niels Wessel, Hagen Malberg, Robert Bauernschmitt, Alexander Schirdewan, Jürgen Kurths