Ekaterina Kutafina

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Wearable Sensors

Top Venues

Frontiers Comput. Neurosci.

Publications

Anna Maxion, Arnim Johannes Gaebler, Rainer Röhrig, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis. Comput. Methods Programs Biomed. 255 (2024)
Anna Maxion, Ekaterina Kutafina, Maike F. Dohrn, Pierre Sacré, Angelika Lampert, Jenny Tigerholm, Barbara Namer
A modelling study to dissect the potential role of voltage-gated ion channels in activity-dependent conduction velocity changes as identified in small fiber neuropathy patients. Frontiers Comput. Neurosci. 17 (2023)
Alina Troglio, Aidan Nickerson, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina
odML-Tables as a Metadata Standard in Microneurography. GMDS (2023)
Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer
Corrigendum: Decoding neuropathic pain: Can we predict fluctuations of propagation speed in stimulated peripheral nerve? Frontiers Comput. Neurosci. 17 (2023)
Mohamed Alhaskir, Jennifer Bauer, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Markus Rothermel, Henner Koch, Ekaterina Kutafina
Spectral Fusion of Heartbeat and Accelerometer Data for Estimation of Breathing Rate in Wearable Patches. MIE (2023)
Peter Konradi, Alina Troglio, Ariadna Pérez Garriga, Aarón Pérez Martín, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS. Frontiers Neuroinformatics 17 (2023)
Mohamed Alhaskir, Matteo Tschesche, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Henner Koch, Ekaterina Kutafina
ECG Matching: An Approach to Synchronize ECG Datasets for Data Quality Comparisons. GMDS (2023)
Alina Troglio, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina
odML-Tables as a Metadata Standard in Microneurography. MIE (2023)
Felix Knispel, Alexander Brenner, Rainer Röhrig, Yvonne Weber, Julian Varghese, Ekaterina Kutafina
Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection. GMDS (2022)
Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer
Decoding Neuropathic Pain: Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve? Frontiers Comput. Neurosci. 16 (2022)
Anna Maxion, Arnim Johannes Gaebler, Daniela Albiez, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis. MIE (2022)
Alina Troglio, Roberto de Col, Barbara Namer, Ekaterina Kutafina
Modeling of Activity-Induced Changes in Signal Propagation Speed of Mechano-Electrically Stimulated Nerve Fiber. MIE (2021)
Fabian Schlebusch, Frederic Kehrein, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina
openMNGlab: Data Analysis Framework for Microneurography - A Technical Report. GMDS (2021)
Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings
Tracking of Mental Workload with a Mobile EEG Sensor. Sensors 21 (15) (2021)
Maged Mortaga, Alexander Brenner, Ekaterina Kutafina
Towards Interpretable Machine Learning in EEG Analysis. GMDS (2021)
Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina
Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models. dHealth (2019)
Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas
Recursive neural networks in hospital bed occupancy forecasting. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
Correction: Kutafina, E.; Laukamp, D.; Bettermann, R.; Schroeder, U.; Jonas, S.M. Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors 2016, 16, 1221. Sensors 19 (21) (2019)
Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas
The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices. Comput. Biol. Medicine 103 (2018)
Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas
Automated Error Detection in Physiotherapy Training. eHealth (2018)
Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas
Automatic Recognition of Epileptiform EEG Abnormalities. MIE (2018)
Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors 16 (8) (2016)
Peter De Maesschalck, Ekaterina Kutafina, Nikola Popovic
Sector-delayed-Hopf-type mixed-mode oscillations in a prototypical three-time-scale model. Appl. Math. Comput. 273 (2016)
Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas
Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing. Nursing Informatics (2016)
Ekaterina Kutafina, David Laukamp, Stephan M. Jonas
Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG. pHealth (2015)
Ekaterina Kutafina
Taylor series for the Adomian decomposition method. Int. J. Comput. Math. 88 (17) (2011)