BORZI', LUIGI

BORZI', LUIGI  

Dipartimento di Automatica e Informatica  

049848  

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An algorithm for Parkinson's disease speech classification based on isolated words analysis / Amato, Federica; Borzì, Luigi; Olmo, Gabriella; Orozco-Arroyave, Juan Rafael. - In: HEALTH INFORMATION SCIENCE AND SYSTEMS. - ISSN 2047-2501. - ELETTRONICO. - 9:32(2021), pp. 1-15. [10.1007/s13755-021-00162-8] 1-gen-2021 Amato, FedericaBorzì, LuigiOlmo, Gabriella + Amato2021_Article_AnAlgorithmForParkinsonSDiseas.pdf
Bradykinesia Detection in Parkinson’s Disease Using Smartwatches’ Inertial Sensors and Deep Learning Methods / Sigcha, Luis; Domínguez, Beatriz; Borzi', Luigi; Costa, Nélson; Costa, Susana; Arezes, Pedro; Manuel López, Juan; De Arcas, Guillermo; Pavón, Ignacio. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:23(2022). [10.3390/electronics11233879] 1-gen-2022 Luigi BORZI' + Bradykinesia Detection in Parkinson Disease Using Smartwatches Inertial Sensors and Deep Learning Methods.pdf
Correlation between wearable inertial sensor data and standardised Parkinson's disease axial impairment measures using machine learning / Borzi', L.; Manoni, A.; Zampogna, A.; Irrera, F.; Suppa, A.; Olmo, G.. - ELETTRONICO. - 2022:(2022), pp. 732-736. ((Intervento presentato al convegno IEEE 21st Mediterranean Electrotechnical Conference (MELECON) tenutosi a Palermo nel 14-16 June 2022 [10.1109/MELECON53508.2022.9843018]. 1-gen-2022 Borzi' L.Olmo G. + 1570789737.pdfCorrelation+between+wearable+inertial+sensor+data+and+standardised+Parkinson’s+disease+axial+impairment+measures+using+machine+learning.pdf
Deep learning for Parkinson's disease: a case study on Freezing of Gait / Borzì, Luigi; Varrecchia, M; Olmo, G.. - ELETTRONICO. - (2019), pp. 1-4. ((Intervento presentato al convegno AIBEC 2019 - Austria International Biomedical Conference tenutosi a Vienna nel October 2019 [10.1109/EHB50910.2020.9280223]. 1-gen-2019 Borzì, LuigiVarrecchia, MOlmo, G. 2019-AIBEC Deep learning for PD.pdf09280223.pdf
Detection of freezing of gait in people withParkinson’s disease using smartphones / Borzì, Luigi; Olmo, Gabriella; Artusi, Carlo Alberto; Lopiano, Leonardo. - ELETTRONICO. - 1:(2020), pp. 625-635. ((Intervento presentato al convegno 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) tenutosi a virtuale nel 2020. 1-gen-2020 Borzì, LuigiOlmo, Gabriella + Detection of freezing of gait in people with Parkinson%u2019s disease using smartphones.pdfDetection of freezing of gait in people with Parkinson's disease.pdf
Home monitoring of motor fluctuations in Parkinson’s disease patients / Borzì, Luigi; Varrecchia, Marilena; Olmo, Gabriella; Artusi, Carlo Alberto; Fabbri, Margherita; Rizzone, Mario Giorgio; Romagnolo, Alberto; Zibetti, Maurizio; Lopiano, Leonardo. - In: JOURNAL OF RELIABLE INTELLIGENT ENVIRONMENTS. - ISSN 2199-4668. - ELETTRONICO. - (2019). [10.1007/s40860-019-00086-x] 1-gen-2019 Borzì, LuigiVarrecchia, MarilenaOlmo, Gabriella + Borzì2019_Article_HomeMonitoringOfMotorFluctuati.pdf
Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer / Luis, Sigcha; Borzi', Luigi; Ignacio, Pavón; Nélson, Costa; Susana, Costa; Pedro, Arezes; Juan Manuel López, ; Guillermo De Arcas,. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - ELETTRONICO. - 116:(2022), p. 105482. [10.1016/j.engappai.2022.105482] 1-gen-2022 Luigi Borzi + 1-s2.0-S0952197622004729-main.pdfpost_print.pdf
A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson’s Disease / Mesin, Luca; Porcu, Paola; Russu, Debora; Farina, Gabriele; Borzì, Luigi; Zhang, Wei; Guo, Yuzhu; Olmo, Gabriella. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 22:7(2022), p. 2613. [10.3390/s22072613] 1-gen-2022 Mesin, LucaBorzì, LuigiOlmo, Gabriella + A multi-modal analysis of the Freezing of Gait phenomenon in Parkinson's disease.pdf
A new index to assess turning quality and postural stability in patients with Parkinson's disease / Borzì, Luigi; Olmo, G.; Artusi, C. A.; Fabbri, M.; Rizzone, M. G.; Romagnolo, A.; Zibetti, M.; Lopiano, L.. - In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. - ISSN 1746-8094. - 62:(2020), p. 102059. [10.1016/j.bspc.2020.102059] 1-gen-2020 Borzì LuigiOlmo G. + A new index to assess turning quality and postural stability inpatients with Parkinson%u2019s disease.pdf
Predicting Axial Impairment in Parkinson’s Disease through a Single Inertial Sensor / Borzi', L.; Mazzetta, I.; Zampogna, A.; Suppa, A.; Irrera, F.; Olmo, G.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 22:2(2022). [10.3390/s22020412] 1-gen-2022 Borzi' L.Olmo G. + sensors-22-00412.pdf
Prediction of Freezing of Gait in Parkinson’s Disease using Wearables and Machine Learning / Borzì, Luigi; Mazzetta, Ivan; Zampogna, Alessandro; Suppa, Antonio; Olmo, Gabriella; Irrera, Fernanda. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 21:2(2021), pp. 1-19. [10.3390/s21020614] 1-gen-2021 Borzì,LuigiOlmo, Gabriella + sensors-21-00614.pdf
Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor / Borzi', Luigi; Sigcha, Luis; Rodriguez-Martin, Daniel; Olmo, Gabriella. - In: ARTIFICIAL INTELLIGENCE IN MEDICINE. - ISSN 0933-3657. - ELETTRONICO. - (2022). [10.1016/j.artmed.2022.102459] 1-gen-2022 Luigi BORZI'Gabriella Olmo + AIIM-D-22-00637R2.pdf
Single-channel EEG classification of sleep stages based on REM microstructure / Rechichi, I.; Zibetti, M.; Borzì, Luigi; Olmo, G.; Lopiano, L.. - In: HEALTHCARE TECHNOLOGY LETTERS. - ISSN 2053-3713. - ELETTRONICO. - 8:3(2021), pp. 58-65. [10.1049/htl2.12007] 1-gen-2021 Rechichi I.Borzì LuigiOlmo G. + HTL2-8-58.pdf
Sleep Quality through Vocal Analysis: a Telemedicine Application / Amato, F.; Rechichi, I.; Borzi', L.; Olmo, G.. - ELETTRONICO. - (2022), pp. 706-711. ((Intervento presentato al convegno 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022 tenutosi a Pisa (ITA) nel 2022 [10.1109/PerComWorkshops53856.2022.9767372]. 1-gen-2022 Amato F.Rechichi I.Borzi' L.Olmo G. AuthorAcceptedManuscript-SQVA.pdfSleep_Quality_through_Vocal_Analysis_a_Telemedicine_Application.pdf
Smartphone-based estimation of item 3.8 of the MDS-UPDRS-III for assessing leg agility in people with Parkinson’s disease” / Borzi', Luigi; Varrecchia, Marilena; Sibille, Stefano; Olmo, Gabriella; Alberto Artusi, Carlo; Fabbri, Margherita; Giorgio Rizzone, Mario; Romagnolo, Alberto; Zibetti, Maurizio; Lopiano, Leonardo. - In: IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY. - ISSN 2644-1276. - ELETTRONICO. - 1:(2020), pp. 140-147. [10.1109/OJEMB.2020.2993463] 1-gen-2020 Luigi BorzìMarilena VarrecchiaGabriella Olmo + 09090332.pdf
Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance / Borzì, Luigi; Fornara, Silvia; Amato, Federica; Olmo, Gabriella; Artusi, Carlo Alberto; Lopiano, Leonardo. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 2020:9 (6)(2020), pp. 1-14. [10.3390/electronics9060919] 1-gen-2020 Borzì, LuigiAmato, FedericaOlmo, Gabriella + electronics-09-00919 (1).pdf
Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers / Amato, F.; Borzi', L.; Olmo, G.; Artusi, C. A.; Imbalzano, G.; Lopiano, L.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 166370-166381. [10.1109/ACCESS.2021.3135626] 1-gen-2021 Amato F.Borzi' L.Olmo G. + Speech Impairment in Parkinson’s Disease Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.pdf