Alexandra-Maria Tautan

12 papers Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Unsupervised learning from EEG data for epilepsy: A systematic literature review.
Artif. Intell. Medicine
Alexandra-Maria Tautan, Alexandra-Georgiana Andrei, Carmelo Luca Smeralda, Giampaolo Vatti, Simone Rossi, Bogdan Ionescu
2024 — conf
Freezing of Gait detection in Parkinson's Disease: Comparison of Deep Learning Frameworks.
MeMeA
Alexandra-Georgiana Andrei, Alexandra-Maria Tautan, Bogdan Ionescu
2022 — conf
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification.
EMBC
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
2022 J jnl
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification.
CoRR
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
2022 — conf
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.
EMBC
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
2022 J jnl
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.
CoRR
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
2021 J jnl
Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques.
Artif. Intell. Medicine
Alexandra-Maria Tautan, Bogdan Ionescu, Emiliano Santarnecchi
2020 — conf
Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals.
EMBC
Alexandra-Maria Tautan, Alessandro C. Rossi, Ruben de Francisco, Bogdan Ionescu
2019 — conf
Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction.
EMBC
Alexandra-Maria Tautan, Mihai Dogariu, Bogdan Ionescu
2015 — conf
Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device.
EMBC
Alexandra-Maria Tautan, Alex Young, Eva Wentink, Fokko Wieringa
2014 — conf
Signal Quality in Dry Electrode EEG and the Relation to Skin-electrode Contact Impedance Magnitude.
BIODEVICES
Alexandra-Maria Tautan, Vojkan Mihajlovic, Yun-Hsuan Chen, Bernard Grundlehner, Julien Penders, Wouter A. Serdijn
2013 — conf
Framework for evaluating EEG signal quality of dry electrode recordings.
BioCAS
Alexandra-Maria Tautan, Wouter A. Serdijn, Vojkan Mihajlovic, Bernard Grundlehner, Julien Penders