Hagen Malberg

发表

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

Felix Gräßer, Surya Kallumadi, Hagen Malberg, 2018, DH.

Spatio-temporal analysis of blood perfusion by imaging photoplethysmography

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2018, BiOS.

Symbolic coupling traces for causality analysis of cardiovascular control

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Nonlinear Methods of Cardiovascular Physics and their Clinical Applicability

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2007, Int. J. Bifurc. Chaos.

Robust fetal ECG extraction and detection from abdominal leads

Hagen Malberg, Sebastian Zaunseder, Niels Wessel, 2014, Physiological measurement.

CinC challenge — Assessing the usability of ECG by ensemble decision trees

Hagen Malberg, Sebastian Zaunseder, Robert Huhle, 2011, 2011 Computing in Cardiology.

Biosignal Processing: various concepts, various applications – but a common drive

Hagen Malberg, Werner Wolf, 2006, Biomedizinische Technik. Biomedical engineering.

Asymmetry of the acceleration and deceleration capacity of heart rate is strongly dependent on ventricular premature complexes / Die Abhängigkeit der Asymmetrie von „Akzelerations- und Dezelerationskapazität” der Herzfrequenz vom Auftreten ventrikulärer Extrasystolen

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2007, Biomedizinische Technik. Biomedical engineering.

The FED-Method (Fixation, Elongation, Derotation) – a Machine-supported Treatment Approach to Patients with Idiopathic Scoliosis – Systematic Review Die FED-Methode (Fixation, Elongation, Derotation) – ein gerätegestütztes Behandlungsverfahren zur Behandlung von Patienten mit idiopathischer Skoliose

Hagen Malberg, Jenny Nisser, Ulrich Smolenski, 2019, Zeitschrift für Orthopädie und Unfallchirurgie.

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

Hagen Malberg, Sebastian Zaunseder, Evgeny Osipov, 2018, IEEE Transactions on Biomedical Engineering.

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

Hagen Malberg, Sebastian Zaunseder, Mathias Baumert, 2018, Biomed. Signal Process. Control..

Prozessanalyse zur Ex-vivo Nierenperfusion – Fokus: Autoregulation

Hagen Malberg, Susanne Koch, Florian Tetschke, 2015, Autom..

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

Hagen Malberg, Sebastian Zaunseder, Fernando Andreotti, 2017, IEEE Transactions on Biomedical Engineering.

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

Hagen Malberg, Sebastian Zaunseder, Felix Gräßer, 2019, Comput. Biol. Medicine.

Individualized Sleep Stage Classification from Cardiorespiratory Features

Hagen Malberg, Sebastian Zaunseder, Miriam Goldammer, 2019, 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT).

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

Hagen Malberg, Sebastian Zaunseder, Mathias Baumert, 2014, IEEE Transactions on Signal Processing.

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

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2012, Comput. Biol. Medicine.

Unobtrusive acquisition of cardiorespiratory signals

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2017, Somnologie.

Identifikation der Baroreflex-Dynamik mit Hilfe eines Fuzzy-Modells (Application of a Fuzzy Model for Identification of the Baroreceptor Reflex Dynamic)

Hagen Malberg, Jürgen Wernstedt, Peter Otto, 2002 .

Biosignal 2010: Advanced technologies in intensive care and sleep medicine.

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2011, Physiological measurement.

Algorithms for mapping kidney tissue oxygenation during normothermic machine perfusion using hyperspectral imaging

Hagen Malberg, Wenke Markgraf, Philipp Feistel, 2018, Biomedizinische Technik. Biomedical engineering.

Intraoperative optical imaging in neurosurgery

Hagen Malberg, Matthias Kirsch, Gabriele Schackert, 2013, Biomedizinische Technik. Biomedical engineering.

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

Leon Urbas, Hagen Malberg, Niels Wessel, 2011, Mobile HCI.

Analysis of the distribution of pressure patterns in children with postural deformities

Hagen Malberg, Christine Thiele, Susanne Koch, 2012 .

Biosignal Processing: the pacemaker for innovations in Biomedical Engineering – state, developments, trends

Hagen Malberg, Werner Wolf, 2006, Biomedizinische Technik. Biomedical engineering.

Optimized modelling of maternal ECG beats using the stationary wavelet transform

Hagen Malberg, Sebastian Zaunseder, Fernando Andreotti, 2014, Computing in Cardiology 2014.

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

Hagen Malberg, Martin Janssen, Florian Tetschke, 2016, Autom..

Symbolic Coupling Traces for Coupling Analyses of Medical Time Series

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2012, Bildverarbeitung für die Medizin.

Assessment of source separation techniques to extract vital parameters from videos

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Improved heart rate detection for camera-based photoplethysmography by means of Kalman filtering

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2015, 2015 IEEE 35th International Conference on Electronics and Nanotechnology (ELNANO).

Heart beat detection and analysis from videos

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2014, 2014 IEEE 34th International Scientific Conference on Electronics and Nanotechnology (ELNANO).

Cardiovascular assessment by imaging photoplethysmography – a review

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2018, Biomedizinische Technik. Biomedical engineering.

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

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2017, Bildverarbeitung für die Medizin.

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

Hagen Malberg, Niels Wessel, Robert Bauernschmitt, 2018, BIOSIGNALS.

Neighborhood-based Collaborative Filtering for Therapy Decision Support

Felix Gräßer, Hagen Malberg, Sebastian Zaunseder, 2017, HealthRecSys@RecSys.

Anti Stress App

Hagen Malberg, Sebastian Zaunseder, Wolf-Joachim Fischer, 2012 .

The value of polarization in camera-based photoplethysmography.

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2017, Biomedical optics express.

Automatisierungstechnische Verfahren und Systeme für die Medizin

Hagen Malberg, Olaf Simanski, 2015, Autom..

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

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2006, Medical and Biological Engineering and Computing.

Maternal signal estimation by Kalman filtering and Template Adaptation for fetal heart rate extraction

Hagen Malberg, Sebastian Zaunseder, Niels Wessel, 2013, Computing in Cardiology 2013.

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

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen

Hagen Malberg, Sebastian Zaunseder, Niels Wessel, 2011, Autom..

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

Hagen Malberg, Sebastian Zaunseder, Daniel Wedekind, 2013, 2013 Workshop on Sensor Data Fusion: Trends, Solutions, Applications (SDF).

Sparse coding of cardiac signals for automated component selection after blind source separation

Hagen Malberg, Sebastian Zaunseder, Evgeny Osipov, 2016, 2016 Computing in Cardiology Conference (CinC).

Identification of relevant clinical symptoms for the development of a machine-aided screening method of postural deformities

Hagen Malberg, Christine Thiele, Ralf Zeckay, 2013, Biomedizinische Technik. Biomedical engineering.

Camera-based photoplethysmography in an intraoperative setting

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2018, Biomedical engineering online.

Application of recommender system methods for therapy decision support

Felix Gräßer, Hagen Malberg, Sebastian Zaunseder, 2016, 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom).

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

Gernot Brockmann, Hagen Malberg, Niels Wessel, 2008, BIOSIGNALS.

Method and apparatus for detecting the cardiac activity of a vehicle driver

Thanh-Binh To, Hagen Malberg, Sebastian Zaunseder, 2014 .

Technological innovations in information engineering demand sustained updating and upgrading in biosignal processing applications: a continual renaissance

Hagen Malberg, Werner Wolf, 2007 .

ROI Selection for Remote Photoplethysmography

Hagen Malberg, Sebastian Zaunseder, Stephan Zipser, 2013, Bildverarbeitung für die Medizin.

Cardiovascular Effects of Mental Stress in Healthy Volunteers

Hagen Malberg, Hannes Ernst, Jens R. Helmert, 2021, 2021 Computing in Cardiology (CinC).

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

Hagen Malberg, Sebastian Zaunseder, Felix Gräßer, 2022, Biomed. Signal Process. Control..

Comparison of different spectral cameras for image-guided organ transplantation

Anna Hilsmann, Peter Eisert, Hagen Malberg, 2021, Journal of biomedical optics.

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

Hagen Malberg, Hannes Ernst, Matthieu Scherpf, 2021, Biomed. Signal Process. Control..

A pharmaceutical therapy recommender system enabling shared decision-making

Hagen Malberg, Sebastian Zaunseder, Felix Gräßer, 2021, User Modeling and User-Adapted Interaction.

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

Hagen Malberg, Sebastian Zaunseder, Mathias Baumert, 2021, 2021 Computing in Cardiology (CinC).

Autonomic cardiac control in animal models of cardiovascular diseases. I. Methods of variability analysis

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2007, Biomedizinische Technik. Biomedical engineering.

3D printed flexible substrate with pneumatic driven electrodes for health monitoring

Hagen Malberg, Sebastian Zaunseder, Karlheinz Bock, 2017, 2017 21st European Microelectronics and Packaging Conference (EMPC) & Exhibition.

Hyperspectral imaging for monitoring oxygen saturation levels during normothermic kidney perfusion

Hagen Malberg, Florian Tetschke, Wenke Markgraf, 2016 .

T Wave Amplitude Correction of QT Interval Variability for Improved Repolarization Lability Measurement

Hagen Malberg, Sebastian Zaunseder, Mathias Baumert, 2016, Front. Physiol..

Relation between pulse pressure and the pulsation strength in camera-based photoplethysmograms

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2017 .

Remote Photoplethysmographic Assessment of the Peripheral Circulation in Critical Care Patients Recovering from Cardiac Surgery.

Hagen Malberg, Sebastian Zaunseder, Alexander Trumpp, 2019, Shock.

Cardiovascular and respiratory dynamics during normal and pathological sleep.

Hagen Malberg, Niels Wessel, Thomas Penzel, 2007, Chaos.

Autonomic Control in Patients Experiencing Atrial Fibrillation After Cardiac Surgery

Gernot Brockmann, Hagen Malberg, Niels Wessel, 2007, Pacing and clinical electrophysiology : PACE.

Age-dependent changes in the manifestations of gender-related differences in the cardiovascular regulation

Hagen Malberg, Niels Wessel, Hendrik Bonnemeier, 2014, 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).

Oxygenation and perfusion monitoring with a hyperspectral camera system for chemical based tissue analysis of skin and organs

Hagen Malberg, Florian Tetschke, Wenke Markgraf, 2016, Physiological measurement.

Depression of cardiovascular autonomic function is more pronounced after mitral valve surgery: evidence for direct trauma

Gernot Brockmann, Hagen Malberg, Niels Wessel, 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

Impact of cardiac surgery on the autonomic cardiovascular function

Hagen Malberg, Sebastian Zaunseder, Niels Wessel, 2014 .

Heart rate turbulence: higher predictive value than other risk stratifiers?

Hagen Malberg, Niels Wessel, Thomas Walther, 2004, Circulation.

Cardiovascular regulation in different sleep stages in the obstructive sleep apnea syndrome

Hagen Malberg, Niels Wessel, Jürgen Kurths, 2011, 2011 Computing in Cardiology.

A combined technique for predicting pre-eclampsia: concurrent measurement of uterine perfusion and analysis of heart rate and blood pressure variability

Hagen Malberg, Niels Wessel, Andreas Voss, 2006, Journal of hypertension.

Therapy Decision Support Based on Recommender System Methods

Hagen Malberg, Sebastian Zaunseder, Felix Gräßer, 2017, Journal of healthcare engineering.

Autonomic cardiac control in animal models of cardiovascular diseases II. Variability analysis in transgenic rats with α-tropomyosin mutations Asp175Asn and Glu180Gly

Hagen Malberg, Niels Wessel, Robert Bauernschmitt, 2007, Biomedizinische Technik. Biomedical engineering.