Alexandra-Maria Tautan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Topics

Unsupervised Learning

Motion Artifacts

Neurodegenerative Diseases

Top Venues

Artif. Intell. Medicine

Publications

Alexandra-Georgiana Andrei, Alexandra-Maria Tautan, Bogdan Ionescu
Freezing of Gait detection in Parkinson's Disease: Comparison of Deep Learning Frameworks. MeMeA (2024)
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease. CoRR (2022)
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification. EMBC (2022)
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease. EMBC (2022)
Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification. CoRR (2022)
Alexandra-Maria Tautan, Bogdan Ionescu, Emiliano Santarnecchi
Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques. Artif. Intell. Medicine 117 (2021)
Alexandra-Maria Tautan, Alessandro C. Rossi, Ruben de Francisco, Bogdan Ionescu
Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals. EMBC (2020)
Alexandra-Maria Tautan, Mihai Dogariu, Bogdan Ionescu
Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction. EMBC (2019)
Alexandra-Maria Tautan, Alex Young, Eva Wentink, Fokko Wieringa
Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device. EMBC (2015)
Alexandra-Maria Tautan, Vojkan Mihajlovic, Yun-Hsuan Chen, Bernard Grundlehner, Julien Penders, Wouter A. Serdijn
Signal Quality in Dry Electrode EEG and the Relation to Skin-electrode Contact Impedance Magnitude. BIODEVICES (2014)
Alexandra-Maria Tautan, Wouter A. Serdijn, Vojkan Mihajlovic, Bernard Grundlehner, Julien Penders
Framework for evaluating EEG signal quality of dry electrode recordings. BioCAS (2013)