Hagen Malberg
According to our database1,
Hagen Malberg
authored at least 59 papers
between 2006 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2025
Non-invasive maturity assessment of iPSC-CMs based on optical maturity characteristics using interpretable AI.
CoRR, May, 2025
DeepPerfusion: A comprehensible two-branched deep learning architecture for high-precision blood volume pulse extraction based on imaging photoplethysmography.
Comput. Biol. Medicine, 2025
2024
Novel Metric for Non-Invasive Beat-to-Beat Blood Pressure Measurements Demonstrates Physiological Blood Pressure Fluctuations during Pregnancy.
Sensors, May, 2024
Torsobarography: Intra-Observer Reliability Study of a Novel Posture Analysis Based on Pressure Distribution.
Sensors, February, 2024
2023
Approach for Non-Intrusive Detection of the Fit of Orthopaedic Devices Based on Vibrational Data.
Sensors, July, 2023
A Wireless Rowing Measurement System for Improving the Rowing Performance of Athletes.
Sensors, February, 2023
Autonomic Regulation During Acute Mental Stress Is Characterized by Dynamic Interactions.
Proceedings of the Computing in Cardiology, 2023
Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
2022
User Model. User Adapt. Interact., 2022
Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness.
Biomed. Signal Process. Control., 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Non-contact Measurement of Respiration Rate with Camera-based Photoplethysmography During Rest and Mental Stress.
Proceedings of the Computing in Cardiology, 2022
Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram.
Proceedings of the Computing in Cardiology, 2022
2021
Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography.
Biomed. Signal Process. Control., 2021
Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning Approach.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
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.
Algorithms, 2020
Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG.
Proceedings of the Computing in Cardiology, 2020
DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Quantification of Ventricular Repolarization Fluctuations in Patients With Myocardial Infarction.
Proceedings of the Computing in Cardiology, 2020
2019
Comput. Biol. Medicine, 2019
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.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation.
IEEE Trans. Biomed. Eng., 2018
Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals.
Biomed. Signal Process. Control., 2018
Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning.
Proceedings of the 2018 International Conference on Digital Health, 2018
2017
Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation.
IEEE Trans. Biomed. Eng., 2017
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.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Blutgasregelung in low-flow-Anwendungen, speziell während normothermer ex-vivo Nierenperfusion.
Autom., 2016
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.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing.
IEEE Trans. Signal Process., 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Cascaded output selection for processing of capacitive electrocardiograms by means of independent component analysis.
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.
Proceedings of the Computing in Cardiology, 2013
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.
Comput. Biol. Medicine, 2012
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2011
Kardiovaskuläre Variabilitätsanalysen zur Risikostratifizierung nach Herzoperationen.
Autom., 2011
The influence of the spatial separation of control elements on the workload for mobile information systems.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011
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.
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.
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?
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2007
Int. J. Bifurc. Chaos, 2007
2006
Nonlinear additive autoregressive model-based analysis of short-term heart rate variability.
Medical Biol. Eng. Comput., 2006