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Luigi Borzì
Luigi Borzì
Assistant Professor @ Department of Control and Computer Engineering, Politecnico di Torino
Verified email at polito.it
Title
Cited by
Cited by
Year
Prediction of Freezing of Gait in Parkinson's Disease using Wearables and Machine Learning
L Borzí, I Mazzetta, A Zampogna, A Suppa, G Olmo, F Irrera
Sensors 21 (2), 614, 2021
812021
Home monitoring of motor fluctuations in Parkinson’s disease patients
L Borzì, M Varrecchia, G Olmo, CA Artusi, M Fabbri, MG Rizzone, ...
Journal of Reliable Intelligent Environments 5 (3), 145-162, 2019
432019
An algorithm for Parkinson’s disease speech classification based on isolated words analysis
F Amato, L Borzì, G Olmo, JR Orozco-Arroyave
Health Information Science and Systems 9, 1-15, 2021
332021
Smartphone-Based Estimation of Item 3.8 of the MDS-UPDRS-III for Assessing Leg Agility in People With Parkinson's Disease
L Borzì, M Varrecchia, S Sibille, G Olmo, CA Artusi, M Fabbri, MG Rizzone, ...
IEEE Open Journal of Engineering in Medicine and Biology 1, 140-147, 2020
182020
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: a systematic review
L Sigcha, L Borzì, F Amato, I Rechichi, C Ramos-Romero, A Cárdenas, ...
Expert Systems with Applications, 120541, 2023
152023
Predicting Axial Impairment in Parkinson’s Disease through a Single Inertial Sensor
L Borzì, I Mazzetta, A Zampogna, A Suppa, F Irrera, G Olmo
Sensors 22 (2), 412, 2022
142022
Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor
L Borzì, L Sigcha, D Rodríguez-Martín, G Olmo
Artificial intelligence in medicine 135, 102459, 2023
132023
Detection of freezing of gait in people with Parkinson’s disease using smartphones
L Borzı, G Olmo, CA Artusi, L Lopiano
IEEE Computer Software and Applications Conference, 2020
132020
Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer
L Sigcha, L Borzì, I Pavón, N Costa, S Costa, P Arezes, JM López, ...
Engineering Applications of Artificial Intelligence 116, 105482, 2022
122022
A multi-modal analysis of the freezing of gait phenomenon in Parkinson’s disease
L Mesin, P Porcu, D Russu, G Farina, L Borzì, W Zhang, Y Guo, G Olmo
Sensors 22 (7), 2613, 2022
122022
Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers
F Amato, L Borzì, G Olmo, CA Artusi, G Imbalzano, L Lopiano
IEEE Access 9, 166370-166381, 2021
122021
Single‐channel EEG classification of sleep stages based on REM microstructure
I Rechichi, M Zibetti, L Borzì, G Olmo, L Lopiano
Healthcare Technology Letters, 1-8, 2021
112021
A new index to assess turning quality and postural stability in patients with Parkinson's disease
L Borzì, G Olmo, CA Artusi, M Fabbri, MG Rizzone, A Romagnolo, ...
Biomedical Signal Processing and Control 62, 102059, 2020
112020
Smartphone-based evaluation of postural stability in Parkinson’s disease patients during quiet stance
L Borzì, S Fornara, F Amato, G Olmo, CA Artusi, L Lopiano
Electronics 9 (6), 919, 2020
112020
Bradykinesia detection in Parkinson’s disease using smartwatches’ inertial sensors and deep learning methods
L Sigcha, B Domínguez, L Borzì, N Costa, S Costa, P Arezes, JM López, ...
Electronics 11 (23), 3879, 2022
102022
Sleep Quality through Vocal Analysis: a Telemedicine Application
F Amato, I Rechichi, L Borzì, G Olmo
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
42022
Wearable sensors for supporting diagnosis, prognosis, and monitoring of neurodegenerative diseases
F Demrozi, L Borzì, G Olmo
Electronics 12 (6), 1269, 2023
32023
Context recognition algorithms for energy-efficient freezing-of-gait detection in Parkinson’s disease
L Borzì, L Sigcha, G Olmo
Sensors 23 (9), 4426, 2023
22023
Wearable Sensors and Artificial Intelligence for Monitoring of Parkinson’s Disease
L Borzi
2023
Correlation between wearable inertial sensor data and standardised Parkinson’s disease axial impairment measures using machine learning
L Borzì, A Manoni, A Zampogna, F Irrera, A Suppa, G Olmo
2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 732-736, 2022
2022
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