Michael Fujarski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Intensive Care Unit

Machine Learning

Missing Data Imputation

Unsupervised Classification

Top Venues

J. Medical Syst.

Publications

Lucas Plagwitz, Lucas Bickmann, Michael Fujarski, Alexander Brenner, Warnes Gobalakrishnan, Lars Eckardt, Antonius Büscher, Julian Varghese
The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering. CoRR (2024)
Michael Fujarski, Christian Porschen, Lucas Plagwitz, Daniel Stroth, Catharina Marie van Alen, Mahan Sadjadi, Raphael Weiss, Alexander Zarbock, Thilo Caspar von Groote, Julian Varghese
DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation. MIE (2023)
Lucas Plagwitz, Tobias Vogelsang, Florian Doldi, Lucas Bickmann, Michael Fujarski, Lars Eckardt, Julian Varghese
The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models. MIE (2023)
Lucas Plagwitz, Alexander Brenner, Michael Fujarski, Julian Varghese
Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning Model. MIE (2022)
Alexander Brenner, Michael Fujarski, Tobias Warnecke, Julian Varghese
Reducing a complex two-sided smartwatch examination for Parkinson's Disease to an efficient one-sided examination preserving machine learning accuracy. CoRR (2022)
Alexander Brenner, Lucas Plagwitz, Michael Fujarski, Tobias Warnecke, Julian Varghese
Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders. MIE (2022)
Michael Fujarski, Christian Porschen, Lucas Plagwitz, Alexander Brenner, Narges Ghoreishi, Patrick Thoral, Harm-Jan de Grooth, Paul W. G. Elbers, Raphael Weiss, Melanie Meersch, Alexander Zarbock, Thilo Caspar von Groote, Julian Varghese
Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database. MIE (2022)
Julian Varghese, Catharina Marie van Alen, Michael Fujarski, Georg Stefan Schlake, Julitta Sucker, Tobias Warnecke, Christine Thomas
Sensor Validation and Diagnostic Potential of Smartwatches in Movement Disorders. Sensors 21 (9) (2021)
Julian Varghese, Michael Fujarski, Martin Dugas
StudyPortal - Geovisualization of Study Research Networks. J. Medical Syst. 44 (1) (2020)
Julian Varghese, Michael Fujarski, Tim Hahn, Martin Dugas, Tobias Warnecke
The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study. MIE (2020)
Julian Varghese, Michael Fujarski, Martin Dugas
StudyPortal - A Novel Method to Visualize Study Research Networks. EFMI-STC (2019)