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Ioana Antonia Branea
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Privacy preserving classification of eeg data using machine learning and homomorphic encryption
AB Popescu, IA Taca, CI Nita, A Vizitiu, R Demeter, C Suciu, LM Itu
Applied Sciences 11 (16), 7360, 2021
232021
Obfuscation algorithm for privacy-preserving deep learning-based medical image analysis
AB Popescu, IA Taca, A Vizitiu, CI Nita, C Suciu, LM Itu, A Scafa-Udriste
Applied Sciences 12 (8), 3997, 2022
112022
Prevalence and predictors of renal disease in a national representative sample of the Romanian adult population: data from the SEPHAR IV Survey
C Pop, OF Gheorghe Fronea, IA Branea, LM Itu, R Darabont, I Parepa, ...
Diagnostics 12 (12), 3199, 2022
52022
Non-bijectivity-based image obfuscation method for deep learning based medical applications
AB Popescu, CI Nita, IA Taca, A Vizitiu, LM Itu
2022 International Conference on Development and Application Systems (DAS …, 2022
12022
Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition
AB Popescu, CI Nita, IA Taca, A Vizitiu, LM Itu
2023 31st Mediterranean Conference on Control and Automation (MED), 305-310, 2023
2023
Machine learning model to predict the presence of paroxysmal atrial fibrillation in patients with hypertrophic cardiomyopathy
M Rosca, AC Stoian, IA Branea, A Vizitiu, A Calin, CC Beladan, R Enache, ...
European Heart Journal-Cardiovascular Imaging 24 (Supplement_1), jead119. 344, 2023
2023
Hypertension-mediated Cardiac Damage Among Romanian Adult Hypertensive Patients: A Post-hoc Echocardiographic Analysis of the SEPHAR IV Epidemiological Survey
A Vîjîiac, C Cojocaru, O Gheorghe-Fronea, I Parepa, C Pop, T Benedek, ...
Romanian Journal of Cardiology 33 (1), 6-13, 2023
2023
Missing Values Imputation in the SEPHAR IV Echocardiographic Study
IA Taca, AT Mohaiu, LM Itu, M Dorobantu, C Cojocaru, OF Fronea, ...
2022 IEEE 20th International Power Electronics and Motion Control Conference …, 2022
2022
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