Ekaterina Kutafina

35 papers Journal 15Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reliable detection of focal onset impaired awareness seizures in patients with epilepsy using wearable ECG: Development and validation study. Comput. Methods Programs Biomed. Mohamed Alhaskir, Ekaterina Kutafina, Florian Linke, Florian P. Fischer, Elisabeth Schriewer, Stephan Lauxmann, Kevin Klett, Julian Hofmeister, Florian Lutz, Lukas Burow, Michal Cicanic, Sara Khosrawikatoli, Stefan Wolking, Thomas Mayer, Sándor Beniczky, Josua Kegele, Rainer Röhrig, Henner Koch, Yvonne Weber
2025	J	`jnl`	NFDI4DS Shared Tasks for Scholarly Document Processing. CoRR Raia Abu Ahmad, Rana Abdulla, Tilahun Abedissa Taffa, Sören Auer, Hamed Babaei Giglou, Ekaterina Borisova, Zongxiong Chen, Stefan Dietze, Jennifer D'Souza, Mayra Elwes, Genet Asefa Gesese, Shufan Jiang, Ekaterina Kutafina, Philipp Mayr, Georg Rehm, Sameer Sadruddin, Sonja Schimmler, Daniel Schneider, Kanishka Silva, Sharmila Upadhyaya, Ricardo Usbeck
2025	—	`conf`	NFDI4DS: Shared Tasks for Scholarly Document Processing. INFORMATIK Raia Abu Ahmad, Rana Abdulla, Tilahun Abedissa Taffa, Sören Auer, Hamed Babaei Giglou, Ekaterina Borisova, Zongxiong Chen, Stefan Dietze, Jennifer D'Souza, Mayra Elwes, Genet Asefa Gesese, Shufan Jiang, Ekaterina Kutafina, Philipp Mayr, Georg Rehm, Sameer Sadruddin, Sonja Schimmler, Daniel Schneider, Kanishka Silva, Sharmila Upadhyaya, Ricardo Usbeck
2024	J	`jnl`	Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography. Comput. Methods Programs Biomed. Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne Weber, Henner Koch, Rainer Röhrig, Julian Varghese, Ekaterina Kutafina
2024	—	`conf`	Cybersecurity Frameworks in Healthcare Data: Short Literature Review. MIE Muhammad Adnan, Ekaterina Kutafina, Oya Beyan
2024	—	`conf`	Harmonizing Microneurography Metadata with Local Data Hubs: A Concept. MIE Barbara Namer, Alina Troglio, Toralf Kirsten, Oya Beyan, Ekaterina Kutafina
2024	—	`conf`	How Data Infrastructure Deals with Bias Problems in Medical Imaging. MIE Feifei Li, Ekaterina Kutafina, Mirjam Schöneck, Liliana Lourenco Caldeira, Oya Beyan
2024	—	`conf`	Real-Time Visualization and Analysis Architecture for Data Integration Processes at Cologne University Hospital's Medical Data Integration Center. MIE Md. Mostafa Kamal, Ekaterina Kutafina, Oya Beyan
2024	—	`conf`	Semi-Automatic Export of Electrophysiological Metadata to NFDI4Health Local Data Hubs: Use Case of Microneurography odML-Tables - A Technical Case Report. GMDS Alina Troglio, Masoud Abedi, Martin Golebiewski, Frank A. Meineke, Toralf Kirsten, Barbara Namer, Oya Beyan, Ekaterina Kutafina
2024	J	`jnl`	Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis. Comput. Methods Programs Biomed. Anna Maxion, Arnim Johannes Gaebler, Rainer Röhrig, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
2023	J	`jnl`	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. Anna Maxion, Ekaterina Kutafina, Maike F. Dohrn, Pierre Sacré, Angelika Lampert, Jenny Tigerholm, Barbara Namer
2023	J	`jnl`	Corrigendum: Decoding neuropathic pain: Can we predict fluctuations of propagation speed in stimulated peripheral nerve? Frontiers Comput. Neurosci. Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer
2023	—	`conf`	ECG Matching: An Approach to Synchronize ECG Datasets for Data Quality Comparisons. GMDS Mohamed Alhaskir, Matteo Tschesche, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Henner Koch, Ekaterina Kutafina
2023	J	`jnl`	PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS. Frontiers Neuroinformatics Peter Konradi, Alina Troglio, Ariadna Pérez Garriga, Aarón Pérez Martín, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina
2023	—	`conf`	Spectral Fusion of Heartbeat and Accelerometer Data for Estimation of Breathing Rate in Wearable Patches. MIE Mohamed Alhaskir, Jennifer Bauer, Florian Linke, Elisabeth Schriewer, Yvonne Weber, Stefan Wolking, Rainer Röhrig, Markus Rothermel, Henner Koch, Ekaterina Kutafina
2023	—	`conf`	odML-Tables as a Metadata Standard in Microneurography. GMDS Alina Troglio, Aidan Nickerson, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina
2023	—	`conf`	odML-Tables as a Metadata Standard in Microneurography. MIE Alina Troglio, Fabian Schlebusch, Rainer Röhrig, James Dunham, Barbara Namer, Ekaterina Kutafina
2022	—	`conf`	Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection. GMDS Felix Knispel, Alexander Brenner, Rainer Röhrig, Yvonne Weber, Julian Varghese, Ekaterina Kutafina
2022	J	`jnl`	Decoding Neuropathic Pain: Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve? Frontiers Comput. Neurosci. Ekaterina Kutafina, Alina Troglio, Roberto de Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer
2022	—	`conf`	EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis. MIE Anna Maxion, Arnim Johannes Gaebler, Daniela Albiez, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
2021	—	`conf`	Modeling of Activity-Induced Changes in Signal Propagation Speed of Mechano-Electrically Stimulated Nerve Fiber. MIE Alina Troglio, Roberto de Col, Barbara Namer, Ekaterina Kutafina
2021	—	`conf`	Towards Interpretable Machine Learning in EEG Analysis. GMDS Maged Mortaga, Alexander Brenner, Ekaterina Kutafina
2021	J	`jnl`	Tracking of Mental Workload with a Mobile EEG Sensor. Sensors Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings
2021	—	`conf`	openMNGlab: Data Analysis Framework for Microneurography - A Technical Report. GMDS Fabian Schlebusch, Frederic Kehrein, Rainer Röhrig, Barbara Namer, Ekaterina Kutafina
2019	J	`jnl`	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 Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
2019	J	`jnl`	Recursive neural networks in hospital bed occupancy forecasting. BMC Medical Informatics Decis. Mak. Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas
2019	—	`conf`	Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models. dHealth Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina
2018	—	`conf`	Automated Error Detection in Physiotherapy Training. eHealth Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas
2018	—	`conf`	Automatic Recognition of Epileptiform EEG Abnormalities. MIE Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas
2018	J	`jnl`	The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices. Comput. Biol. Medicine Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas
2016	—	`conf`	Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing. Nursing Informatics Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas
2016	J	`jnl`	Sector-delayed-Hopf-type mixed-mode oscillations in a prototypical three-time-scale model. Appl. Math. Comput. Peter De Maesschalck, Ekaterina Kutafina, Nikola Popovic
2016	J	`jnl`	Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
2015	—	`conf`	Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG. pHealth Ekaterina Kutafina, David Laukamp, Stephan M. Jonas
2011	J	`jnl`	Taylor series for the Adomian decomposition method. Int. J. Comput. Math. Ekaterina Kutafina