Ekaterina Kutafina - Publications, H-index & Citations

Ekaterina Kutafina

University of Cologne

13H指数

70论文数

468被引数

收录论文 12

发表时间

Modelling the memory of unmyelinated axons: Integration of a data-driven approach with physiological memory concept 无髓鞘轴突的记忆建模：数据驱动方法与生理记忆概念的整合

JOURNAL OF PHYSIOLOGY-LONDON

IF4.4

2026-08-18

OAAI

Anna Maxion; Jenny Tigerholm; Barbara Namer; Ekaterina Kutafina

TrainTracks - federated learning for reproducible research on sensitive medical data TrainTracks - 用于敏感医疗数据可重复研究的联邦学习

BMC Medical Informatics and Decision Making

IF3.8

2026-05-21

OAAI

Mayra Elwes; Mehrshad Jaberansary; Fu-Sung Kim-Benjamin Tang; Markus Aswendt; Oya Beyan; Ekaterina Kutafina

Reliable Detection of Focal Onset Impaired Awareness Seizures in Patients with Epilepsy Using Wearable ECG: Development and Validation Study 利用可穿戴ECG对癫痫患者局灶性发作意识障碍性癫痫发作的可靠检测：开发与验证研究

Computer Methods and Programs in Biomedicine

IF4.8

2026-02-23

OAAI

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; Sandor Beniczky; Josua Kegele; Rainer Röhrig; Henner Koch; Yvonne Weber

Supervised spike sorting feasibility of noisy single-electrode extracellular recordings: Systematic study of human C-nociceptors recorded via microneurography 基于噪声单电极细胞外记录的监督式锋电位排序可行性：通过微神经记录法记录的人体C-痛觉感受器的系统性研究

PLOS ONE

IF2.6

2025-09-26

PREAI

Troglio, Alina; Konradi, Peter; Fiebig, Andrea; Garriga, Ariadna Perez; Rohrig, Rainer; Dunham, James; Kutafina, Ekaterina; Namer, Barbara

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

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-12-01

OAAI

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

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

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-10-01

OAAI

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

Tracking of Mental Workload with a Mobile EEG Sensor

SENSORS

IF3.5

2021-07-31

OAAI

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