Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques AM Tăuţan, B Ionescu, E Santarnecchi Artificial intelligence in medicine 117, 102081, 2021 | 135 | 2021 |
Signal Quality in Dry Electrode EEG and the Relation to Skin-electrode Contact Impedance Magnitude. AM Tautan, V Mihajlovic, YH Chen, B Grundlehner, J Penders, ... Biodevices, 12-22, 2014 | 59 | 2014 |
Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device AM Tăuţan, A Young, E Wentink, F Wieringa 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 48 | 2015 |
Framework for evaluating EEG signal quality of dry electrode recordings AM Tăuţan, W Serdijn, V Mihajlović, B Grundlehner, J Penders 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), 186-189, 2013 | 25 | 2013 |
Freezing of gait detection for parkinson’s disease patients using accelerometer data: Case study AM Tăuţan, AG Andrei, B Ionescu 2020 International Conference on e-Health and Bioengineering (EHB), 1-4, 2020 | 23 | 2020 |
Automatic sleep stage detection: a study on the influence of various PSG input signals AM Tăutan, AC Rossi, R De Francisco, B Ionescu 2020 42nd annual international conference of the ieee engineering in …, 2020 | 20 | 2020 |
Detection of epileptic seizures using unsupervised learning techniques for feature extraction AM Tăuţan, M Dogariu, B Ionescu 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 19 | 2019 |
TMS-EEG perturbation biomarkers for Alzheimer’s disease patients classification AM Tăuƫan, EP Casula, MC Pellicciari, I Borghi, M Maiella, S Bonni, ... Scientific Reports 13 (1), 7667, 2023 | 18 | 2023 |
Dimensionality reduction for EEG-based sleep stage detection: comparison of autoencoders, principal component analysis and factor analysis AM Tăuţan, AC Rossi, R de Francisco, B Ionescu Biomedical Engineering/Biomedizinische Technik 66 (2), 125-136, 2021 | 15 | 2021 |
Parkinson’s disease detection from gait patterns AG Andrei, AM Tăuțan, B Ionescu 2019 E-Health and Bioengineering Conference (EHB), 1-4, 2019 | 12 | 2019 |
Low latency automated epileptic seizure detection: Individualized vs. Global approaches A Ciurea, CP Manoila, AM Tautan, B Ionescu 2020 International Conference on e-Health and Bioengineering (EHB), 1-4, 2020 | 9 | 2020 |
Automatic sleep stage detection using a single channel frontal EEG AM Tăuţan, AC Rossi, R de Francisco, B Ionescu 2019 E-Health and Bioengineering Conference (EHB), 1-4, 2019 | 7 | 2019 |
The automatic detection of epileptic seizures based on EEG signals processing: Investigation of different features and classification algorithms AM Tăuţan, I Mândruţă, OA Băjenaru, R Strungaru, D Ţarălungă, ... World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2019 | 7 | 2019 |
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease AM Tăuţan, E Casula, I Borghi, M Maiella, S Bonni, M Minei, M Assogna, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 5 | 2022 |
An efficient method for fetal heart sounds detection based on hilbert transform DD Taralunga, AM Tautan, GM Ungureanu 2018 International Conference and Exposition on Electrical And Power …, 2018 | 5 | 2018 |
Automated classification of epileptiform discharges in EEG signals using the wavelet transform AM Tautan, AI Munteanu, DD Taralunga, R Strungaru, GM Ungureanu 2018 International Conference and Exposition on Electrical And Power …, 2018 | 2 | 2018 |
Automatic sleep scoring with LSTM networks: impact of time granularity and input signals AM Tăuțan, AC Rossi, B Ionescu Biomedical Engineering/Biomedizinische Technik 67 (4), 267-281, 2022 | 1 | 2022 |
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification AM Tăuţan, E Casula, I Borghi, M Maiella, S Bonni, M Minei, M Assogna, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 1 | 2022 |
Freezing of Gait detection in Parkinson's Disease: Comparison of Deep Learning Frameworks AG Andrei, AM Tautan, B Ionescu 2024 IEEE International Symposium on Medical Measurements and Applications …, 2024 | | 2024 |