Alexandra-maria Tautan

Electroencephalogram Monitoring in Critical Care: Multicenter Analysis of Timing, Duration, and Readmissions.

Journal: Critical care explorations

Published: April 21, 2026

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data.

Journal: Journal of neural engineering

Published: October 30, 2025

Unsupervised learning from EEG data for epilepsy: A systematic literature review.

Journal: Artificial intelligence in medicine

Published: February 26, 2024

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Automatic sleep scoring with LSTM networks: impact of time granularity and input signals.

Journal: Biomedizinische Technik. Biomedical engineering

Published: December 08, 2021

Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020

Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques.

Journal: Artificial intelligence in medicine

Published: July 14, 2020

Dimensionality reduction for EEG-based sleep stage detection: comparison of autoencoders, principal component analysis and factor analysis.

Journal: Biomedizinische Technik. Biomedical engineering

Published: May 25, 2020

Electroencephalogram Monitoring in Critical Care: Multicenter Analysis of Timing, Duration, and Readmissions.

Electroencephalogram Monitoring in Critical Care: Multicenter Analysis of Timing, Duration, and Readmissions.

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data.

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data.

Unsupervised learning from EEG data for epilepsy: A systematic literature review.

Unsupervised learning from EEG data for epilepsy: A systematic literature review.

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification.

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification.

Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.

Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.

Automatic sleep scoring with LSTM networks: impact of time granularity and input signals.

Automatic sleep scoring with LSTM networks: impact of time granularity and input signals.

Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals.

Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals.

Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques.

Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques.

Dimensionality reduction for EEG-based sleep stage detection: comparison of autoencoders, principal component analysis and factor analysis.

Dimensionality reduction for EEG-based sleep stage detection: comparison of autoencoders, principal component analysis and factor analysis.

Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction.

Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction.

Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device.

Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device.