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A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

IEEE transactions on biomedical engineering, 2015-09, Vol.62 (9), p.2269-2278

2015

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Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring

Sensors (Basel, Switzerland), 2018-02, Vol.18 (2), p.577

2018

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Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring

Sensors (Basel, Switzerland), 2019-05, Vol.19 (9), p.2133

2019

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Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation

Sensors (Basel, Switzerland), 2020-06, Vol.20 (12), p.3601

2020

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Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

IEEE transactions on neural systems and rehabilitation engineering, 2024, Vol.32, p.462-471

2024

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Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients

Sensors (Basel, Switzerland), 2021-09, Vol.21 (19), p.6409

2021

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Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach

Sensors (Basel, Switzerland), 2021-04, Vol.21 (8), p.2613

2021

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Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning

Frontiers in neurology, 2020-02, Vol.11, p.145-145

2020

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Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines

Frontiers in physiology, 2021-02, Vol.12, p.623781-623781

2021

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A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data

Scientific reports, 2022-04, Vol.12 (1), p.6783-6783, Article 6783

2022

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Early Detection of Exposure to Toxic Chemicals Using Continuously Recorded Multi-Sensor Physiology

Sensors (Basel, Switzerland), 2021-05, Vol.21 (11), p.3616

2021

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R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks

PeerJ. Computer science, 2019-10, Vol.5, p.e226-e226, Article e226

2019

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Functional form estimation using oblique projection matrices for LS-SVM regression models

PloS one, 2019-06, Vol.14 (6), p.e0217967-e0217967

2019

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Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG

Sensors (Basel, Switzerland), 2021-01, Vol.21 (2), p.662

2021

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Thermotropic Liquid Crystals for Temperature Mapping

Frontiers in bioengineering and biotechnology, 2022-05, Vol.10, p.806362-806362

2022

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Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation

Scientific reports, 2021-08, Vol.11 (1), p.16014-16014, Article 16014

2021

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Editorial: Machine Learning and Wearable Technology in Sleep Medicine

Frontiers in digital health, 2022-03, Vol.4, p.845879-845879

2022

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Printability of Double Network Alginate-Based Hydrogel for 3D Bio-Printed Complex Structures

Frontiers in bioengineering and biotechnology, 2022-07, Vol.10, p.896166-896166

2022

Volltextzugriff (PDF)

Temporal Changes in Beat‐to‐Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy

Journal of the American Heart Association, 2022-07, Vol.11 (13), p.e024294-e024294

2022

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Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions

Entropy (Basel, Switzerland), 2021-07, Vol.23 (8), p.939

2021

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Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients

Frontiers in digital health, 2021-06, Vol.3, p.685766-685766

2021

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Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea

Frontiers in physiology, 2019-05, Vol.10, p.620-620

2019

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Can ECG monitoring identify seizures?

Journal of electrocardiology, 2015-11, Vol.48 (6), p.1069-1074

2015

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Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

Frontiers in bioengineering and biotechnology, 2022-02, Vol.10, p.806761-806761

2022

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Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring

Frontiers in physiology, 2016-11, Vol.7, p.515-515

2016

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A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring

Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring

Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation

Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach

Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning

Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines

A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data

Early Detection of Exposure to Toxic Chemicals Using Continuously Recorded Multi-Sensor Physiology

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks

Functional form estimation using oblique projection matrices for LS-SVM regression models

Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG

Thermotropic Liquid Crystals for Temperature Mapping

Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation

Editorial: Machine Learning and Wearable Technology in Sleep Medicine

Printability of Double Network Alginate-Based Hydrogel for 3D Bio-Printed Complex Structures

Temporal Changes in Beat‐to‐Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy

Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions

Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients

Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea

Can ECG monitoring identify seizures?

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring

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