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)

Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability. - Niels Wessel; Hagen Malberg; Robert Bauernschmitt; Jürgen Kurths (Int. J. Bifurc. Chaos, 2007)

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 (BIOSIGNALS (2), 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 (BIOSIGNALS (1), 2008)

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 (EMBC, 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 (EMBC, 2011)

The influence of the spatial separation of control elements on the workload for mobile information systems. - Jens Ziegler 002; Markus Graube; Alexander Suhrbier; Niels Wessel; Hagen Malberg; Leon Urbas (Mobile HCI, 2011)

Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen. - Hagen Malberg; Niels Wessel; Robert Bauernschmitt; Sebastian Zaunseder; Jürgen Kurths; Georg Bretthauer (Autom., 2011)

Symbolic Coupling Traces for Coupling Analyses of Medical Time Series. - Niels Wessel; Maik Riedl; Hagen Malberg; Thomas Penzel; Jürgen Kurths (Bildverarbeitung für die Medizin, 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)

ROI Selection for Remote Photoplethysmography. - Georg Lempe; Sebastian Zaunseder; Tom Wirthgen; Stephan Zipser; Hagen Malberg (Bildverarbeitung für die Medizin, 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 (CinC, 2013)

Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis. - Daniel Wedekind; Hagen Malberg; Sebastian Zaunseder (SDF, 2013)

Optimized Modelling of Maternal ECG Beats using the Stationary Wavelet Transform. - Fernando Andreotti; Joachim Behar; Julien Oster; Gari D. Clifford; Hagen Malberg; Sebastian Zaunseder (CinC, 2014)

Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing. - Martin Schmidt 004; Mathias Baumert; Alberto Porta; Hagen Malberg; Sebastian Zaunseder (IEEE Trans. Signal Process., 2014)

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 (EUSIPCO, 2015)

Prozessanalyse zur Ex-vivo Nierenperfusion - Fokus: Autoregulation. - Marian Gransow; Susanne Koch; Florian Tetschke; Ulf Aschenbrenner; Christine Thiele; Hagen Malberg (Autom., 2015)

Automatisierungstechnische Verfahren und Systeme für die Medizin. - Olaf Simanski; Hagen Malberg (Autom., 2015)

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 (CinC, 2016)

Application of recommender system methods for therapy decision support. - Felix Gräßer; Hagen Malberg; Sebastian Zaunseder; Stefanie Beckert; Denise Küster; Jochen Schmitt; Susanne Abraham (HealthCom, 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)

Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation. - Alexander Trumpp; Stefan Rasche; Daniel Wedekind; Martin Schmidt 004; Thomas Waldow; Frederik Gaetjen; Katrin Plötze; Hagen Malberg; Klaus Matschke; Sebastian Zaunseder (Bildverarbeitung für die Medizin, 2017)

Neighborhood-based Collaborative Filtering for Therapy Decision Support. - Felix Gräßer; Stefanie Beckert; Denise Küster; Susanne Abraham; Hagen Malberg; Jochen Schmitt; Sebastian Zaunseder (HealthRecSys@RecSys, 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)

Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning. - Felix Gräßer; Surya Kallumadi; Hagen Malberg; Sebastian Zaunseder (DH, 2018)

Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals. - Martin Schmidt 004; Mathias Baumert; Hagen Malberg; Sebastian Zaunseder (Biomed. Signal Process. Control., 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)

Sex Differences in Nocturnal Ventricular Repolarization Variability. - Martin Schmidt 004; Mathias Baumert; Hagen Malberg; Sebastian Zaunseder (CinC, 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 (CinC, 2019)

Individualized Sleep Stage Classification from Cardiorespiratory Features. - Miriam Goldammer; Lucas Weber; Hagen Malberg; Sebastian Zaunseder (ISMICT, 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)

Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction. - Martin Schmidt 004; Robin Dunker; Hagen Malberg; Sebastian Zaunseder (CinC, 2020)

More Reliable Remote Heart Rate Measurement by Signal Quality Indexes. - Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (CinC, 2020)

Specializing CNN Models for Sleep Staging Based on Heart Rate. - Miriam Goldammer; Sebastian Zaunseder; Hagen Malberg; Felix Gräßer (CinC, 2020)

DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network. - Matthieu Scherpf; Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (CinC, 2020)

Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG. - Jonas Weiß; Hagen Malberg; Martin Schmidt 004 (CinC, 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)

Cardiovascular Effects of Mental Stress in Healthy Volunteers. - Hannes Ernst; Sebastian Pannasch; Jens R. Helmert; Hagen Malberg; Martin Schmidt 004 (CinC, 2021)

Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach. - Matthieu Scherpf; Hannes Ernst; Leo Misera; Hagen Malberg; Martin Schmidt 004 (CinC, 2021)

Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography. - Martin Schmidt 004; Filip Karisik; Sebastian Zaunseder; Axel Linke; Hagen Malberg; Mathias Baumert (CinC, 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 004 (Biomed. Signal Process. Control., 2021)

Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram. - Franz Ehrlich; Johannes Bender; Hagen Malberg; Miriam Goldammer (CinC, 2022)

Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress. - Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (CinC, 2022)

Comparison of Signal Combinations for Cardiorespiratory Sleep Staging. - Miriam Goldammer; Sebastian Zaunseder; Franz Ehrlich; Hagen Malberg (CinC, 2022)

Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features. - Alexander Hammer; Hagen Malberg; Martin Schmidt 004 (CinC, 2022)

Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals. - Matthieu Scherpf; Hagen Malberg; Martin Schmidt 004 (CinC, 2022)

Investigation of muscle fatigue during on-water rowing using surface EMG. - Daniel Schwensow; Richard Hohmuth; Hagen Malberg; Martin Schmidt 004 (EMBC, 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)

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)

Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography. - Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (CinC, 2023)

Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation. - Alexander Hammer; Hagen Malberg; Martin Schmidt 004 (CinC, 2023)

Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions. - Richard Hohmuth; Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (CinC, 2023)

A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes. - Richard Hohmuth; Daniel Schwensow; Hagen Malberg; Martin Schmidt 004 (Sensors, 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, 2023)

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)

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, 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 004 (Sensors, 2024)

DeepPerfusion: A comprehensible two-branched deep learning architecture for high-precision blood volume pulse extraction based on imaging photoplethysmography. - Matthieu Scherpf; Hannes Ernst; Hagen Malberg; Martin Schmidt 004 (Comput. Biol. Medicine, 2025)

Non-invasive maturity assessment of iPSC-CMs based on optical maturity characteristics using interpretable AI. - Fabian Scheurer; Alexander Hammer; Mario Schubert; Robert-Patrick Steiner; Oliver Gamm; Kaomei Guan; Frank Sonntag 001; Hagen Malberg; Martin Schmidt 004 (CoRR, 2025)