Framework for evaluating EEG signal quality of dry electrode recordings. - Alexandra-Maria Tautan; Wouter A. Serdijn; Vojkan Mihajlovic; Bernard Grundlehner; Julien Penders (BioCAS, 2013)

Signal Quality in Dry Electrode EEG and the Relation to Skin-electrode Contact Impedance Magnitude. - Alexandra-Maria Tautan; Vojkan Mihajlovic; Yun-Hsuan Chen; Bernard Grundlehner; Julien Penders; Wouter A. Serdijn (BIODEVICES, 2014)

Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device. - Alexandra-Maria Tautan; Alex Young; Eva Wentink; Fokko Wieringa (EMBC, 2015)

Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction. - Alexandra-Maria Tautan; Mihai Dogariu; Bogdan Ionescu (EMBC, 2019)

Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals. - Alexandra-Maria Tautan; Alessandro C. Rossi; Ruben de Francisco; Bogdan Ionescu (EMBC, 2020)

Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques. - Alexandra-Maria Tautan; Bogdan Ionescu; Emiliano Santarnecchi (Artif. Intell. Medicine, 2021)

Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease. - Alexandra-Maria Tautan; Elias P. Casula; Ilaria Borghi; Michele Maiella; Sonia Bonnì; Marilena Minei; Martina Assogna; Bogdan Ionescu; Giacomo Koch; Emiliano Santarnecchi (EMBC, 2022)

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification. - Alexandra-Maria Tautan; Elias P. Casula; Ilaria Borghi; Michele Maiella; Sonia Bonnì; Marilena Minei; Martina Assogna; Bogdan Ionescu; Giacomo Koch; Emiliano Santarnecchi (EMBC, 2022)

Freezing of Gait detection in Parkinson's Disease: Comparison of Deep Learning Frameworks. - Alexandra-Georgiana Andrei; Alexandra-Maria Tautan; Bogdan Ionescu (MeMeA, 2024)

Unsupervised learning from EEG data for epilepsy: A systematic literature review. - Alexandra-Maria Tautan; Alexandra-Georgiana Andrei; Carmelo Luca Smeralda; Giampaolo Vatti; Simone Rossi 002; Bogdan Ionescu (Artif. Intell. Medicine, 2025)