Ekaterina Kutafina

According to our database, Ekaterina Kutafina authored at least 32 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis.

Anna Maxion, Arnim Johannes Gaebler, Rainer Röhrig, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina

Comput. Methods Programs Biomed., 2024

Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography.

Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne Weber, Henner Koch, Rainer Röhrig, Julian Varghese, Ekaterina Kutafina

Comput. Methods Programs Biomed., 2024

Harmonizing Microneurography Metadata with Local Data Hubs: A Concept.

Barbara Namer, Alina Troglio, Toralf Kirsten, Oya Beyan, Ekaterina Kutafina

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

How Data Infrastructure Deals with Bias Problems in Medical Imaging.

Feifei Li, Ekaterina Kutafina, Mirjam Schöneck, Liliana Lourenco Caldeira, Oya Beyan

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Real-Time Visualization and Analysis Architecture for Data Integration Processes at Cologne University Hospital's Medical Data Integration Center.

Md. Mostafa Kamal, Ekaterina Kutafina, Oya Beyan

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Cybersecurity Frameworks in Healthcare Data: Short Literature Review.

Muhammad Adnan, Ekaterina Kutafina, Oya Beyan

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Semi-Automatic Export of Electrophysiological Metadata to NFDI4Health Local Data Hubs: Use Case of Microneurography odML-Tables - A Technical Case Report.

Alina Troglio, Masoud Abedi, Martin Golebiewski, Frank A. Meineke, Toralf Kirsten, Barbara Namer, Oya Beyan, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

2023

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.

Anna Maxion, Ekaterina Kutafina, Maike F. Dohrn, Pierre Sacré, Angelika Lampert, Jenny Tigerholm, Barbara Namer

Frontiers Comput. Neurosci., September, 2023

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS.

Peter Konradi, Alina Troglio, Ariadna Pérez Garriga, Aarón Pérez Martín, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina

Frontiers Neuroinformatics, March, 2023

Corrigendum: Decoding neuropathic pain: Can we predict fluctuations of propagation speed in stimulated peripheral nerve?

Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer

Frontiers Comput. Neurosci., February, 2023

odML-Tables as a Metadata Standard in Microneurography.

Alina Troglio, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Spectral Fusion of Heartbeat and Accelerometer Data for Estimation of Breathing Rate in Wearable Patches.

Mohamed Alhaskir, Jennifer Bauer, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Markus Rothermel, Henner Koch, Ekaterina Kutafina

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

odML-Tables as a Metadata Standard in Microneurography.

Alina Troglio, Aidan Nickerson, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2023 - Science. Close to People., 2023

ECG Matching: An Approach to Synchronize ECG Datasets for Data Quality Comparisons.

Mohamed Alhaskir, Matteo Tschesche, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Henner Koch, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2023 - Science. Close to People., 2023

2022

Decoding Neuropathic Pain: Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve?

Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer

Frontiers Comput. Neurosci., 2022

EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis.

Anna Maxion, Arnim Johannes Gaebler, Daniela Albiez, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection.

Felix Knispel, Alexander Brenner, Rainer Röhrig, Yvonne Weber, Julian Varghese, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! - Proceedings of the Joint Conference of the 67th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 14th Annual Meeting of the TMF, 2022

2021

Tracking of Mental Workload with a Mobile EEG Sensor.

Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings

Sensors, 2021

Modeling of Activity-Induced Changes in Signal Propagation Speed of Mechano-Electrically Stimulated Nerve Fiber.

Alina Troglio, Roberto de Col, Barbara Namer, Ekaterina Kutafina

Proceedings of the Public Health and Informatics, 2021

openMNGlab: Data Analysis Framework for Microneurography - A Technical Report.

Fabian Schlebusch, Frederic Kehrein, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal - Proceedings of the Joint Conference of the 66th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 13th Annual Meeting of the TMF, 2021

Towards Interpretable Machine Learning in EEG Analysis.

Maged Mortaga, Alexander Brenner, Ekaterina Kutafina

Proceedings of the German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal - Proceedings of the Joint Conference of the 66th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 13th Annual Meeting of the TMF, 2021

2019

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.

Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas

Sensors, 2019

Recursive neural networks in hospital bed occupancy forecasting.

Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas

BMC Medical Informatics Decis. Mak., 2019

Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models.

Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018

The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices.

Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas

Comput. Biol. Medicine, 2018

Automatic Recognition of Epileptiform EEG Abnormalities.

Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Automated Error Detection in Physiotherapy Training.

Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas

Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

2016

Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training.

Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas

Sensors, 2016

Sector-delayed-Hopf-type mixed-mode oscillations in a prototypical three-time-scale model.

Peter De Maesschalck, Ekaterina Kutafina, Nikola Popovic

Appl. Math. Comput., 2016

Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing.

Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

2015

Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG.

Ekaterina Kutafina, David Laukamp, Stephan M. Jonas

Proceedings of the pHealth 2015, 2015

2011

Taylor series for the Adomian decomposition method.

Ekaterina Kutafina

Int. J. Comput. Math., 2011