Archivio Istituzionale della RicercaBORZI', LUIGI
BORZI', LUIGI
Dipartimento di Automatica e Informatica
Luigi Borzì
049848
Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study
2024 Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella
Evaluating Motor Symptoms in Parkinson’s Disease Through Wearable Sensors: A Systematic Review of Digital Biomarkers
2024 Polvorinos-Fernández, Carlos; Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella; Asensio, César; López, Juan Manuel; de Arcas, Guillermo; Pavón, Ignacio
High-tech personalized healthcare in movement disorders
2024 Zampogna, Alessandro; Borzì, Luigi; Soares, Carolina; Demrozi, Florenc
Unveiling the Unpredictable in Parkinson’s Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life
2024 Zampogna, Alessandro; Borzì, Luigi; Rinaldi, Domiziana; Artusi, Carlo Alberto; Imbalzano, Gabriele; Patera, Martina; Lopiano, Leonardo; Pontieri, Francesco; Olmo, Gabriella; Suppa, Antonio
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease
2023 Borzi', Luigi; Sigcha, Luis; Olmo, Gabriella
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review
2023 Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; Cárdenas, Andrés; Gascó, Luis; Olmo, Gabriella
Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor
2023 Borzi', Luigi; Sigcha, Luis; Rodriguez-Martin, Daniel; Olmo, Gabriella
Wearable Sensors for Supporting Diagnosis, Prognosis, and Monitoring of Neurodegenerative Diseases
2023 Demrozi, F.; Borzi', L.; Olmo, G.
A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson’s Disease
2022 Mesin, Luca; Porcu, Paola; Russu, Debora; Farina, Gabriele; Borzì, Luigi; Zhang, Wei; Guo, Yuzhu; Olmo, Gabriella
Bradykinesia Detection in Parkinson’s Disease Using Smartwatches’ Inertial Sensors and Deep Learning Methods
2022 Sigcha, Luis; Domínguez, Beatriz; Borzi', Luigi; Costa, Nélson; Costa, Susana; Arezes, Pedro; Manuel López, Juan; De Arcas, Guillermo; Pavón, Ignacio
Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer
2022 Sigcha, Luis; Borzi, Luigi; Pavón, Ignacio; Costa, Nélson; Costa, Susana; Arezes, Pedro; Juan Manuel López, ; Guillermo De Arcas,
Predicting Axial Impairment in Parkinson’s Disease through a Single Inertial Sensor
2022 Borzi', L.; Mazzetta, I.; Zampogna, A.; Suppa, A.; Irrera, F.; Olmo, G.
An algorithm for Parkinson's disease speech classification based on isolated words analysis
2021 Amato, Federica; Borzì, Luigi; Olmo, Gabriella; Orozco-Arroyave, Juan Rafael
Prediction of Freezing of Gait in Parkinson’s Disease using Wearables and Machine Learning
2021 Borzì, Luigi; Mazzetta, Ivan; Zampogna, Alessandro; Suppa, Antonio; Olmo, Gabriella; Irrera, Fernanda
Single-channel EEG classification of sleep stages based on REM microstructure
2021 Rechichi, I.; Zibetti, M.; Borzì, Luigi; Olmo, G.; Lopiano, L.
Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers
2021 Amato, F.; Borzi', L.; Olmo, G.; Artusi, C. A.; Imbalzano, G.; Lopiano, L.
A new index to assess turning quality and postural stability in patients with Parkinson's disease
2020 Borzi', Luigi; Olmo, G.; Artusi, C. A.; Fabbri, M.; Rizzone, M. G.; Romagnolo, A.; Zibetti, M.; Lopiano, L.
Smartphone-based estimation of item 3.8 of the MDS-UPDRS-III for assessing leg agility in people with Parkinson’s disease”
2020 Borzi', Luigi; Varrecchia, Marilena; Sibille, Stefano; Olmo, Gabriella; Alberto Artusi, Carlo; Fabbri, Margherita; Giorgio Rizzone, Mario; Romagnolo, Alberto; Zibetti, Maurizio; Lopiano, Leonardo
Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance
2020 Borzì, Luigi; Fornara, Silvia; Amato, Federica; Olmo, Gabriella; Artusi, Carlo Alberto; Lopiano, Leonardo
Home monitoring of motor fluctuations in Parkinson’s disease patients
2019 Borzì, Luigi; Varrecchia, Marilena; Olmo, Gabriella; Artusi, Carlo Alberto; Fabbri, Margherita; Rizzone, Mario Giorgio; Romagnolo, Alberto; Zibetti, Maurizio; Lopiano, Leonardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study / Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 255:A(2024). [10.1016/j.eswa.2024.124522] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | 1-s2.0-S0957417424013897.pdf |
| Evaluating Motor Symptoms in Parkinson’s Disease Through Wearable Sensors: A Systematic Review of Digital Biomarkers / Polvorinos-Fernández, Carlos; Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella; Asensio, César; López, Juan Manuel; de Arcas, Guillermo; Pavón, Ignacio. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 14:22(2024). [10.3390/app142210189] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | applsci-14-10189-v2.pdf |
| High-tech personalized healthcare in movement disorders / Zampogna, Alessandro; Borzì, Luigi; Soares, Carolina; Demrozi, Florenc. - In: FRONTIERS IN NEUROLOGY. - ISSN 1664-2295. - ELETTRONICO. - 15:(2024). [10.3389/fneur.2024.1452612] | 1-gen-2024 | Borzì, Luigi + | fneur-15-1452612.pdf |
| Unveiling the Unpredictable in Parkinson’s Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life / Zampogna, Alessandro; Borzì, Luigi; Rinaldi, Domiziana; Artusi, Carlo Alberto; Imbalzano, Gabriele; Patera, Martina; Lopiano, Leonardo; Pontieri, Francesco; Olmo, Gabriella; Suppa, Antonio. - In: BIOENGINEERING. - ISSN 2306-5354. - ELETTRONICO. - 11:5(2024). [10.3390/bioengineering11050440] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | Unveiling the Unpredictable in Parkinson Disease Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life.pdf |
| Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease / Borzi', Luigi; Sigcha, Luis; Olmo, Gabriella. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:9(2023). [10.3390/s23094426] | 1-gen-2023 | Luigi BorzìGabriella Olmo + | Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease.pdf |
| Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review / Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; Cárdenas, Andrés; Gascó, Luis; Olmo, Gabriella. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 229, Part A:(2023). [10.1016/j.eswa.2023.120541] | 1-gen-2023 | Luigi BorzìFederica AmatoIrene RechichiGabriella Olmo + | Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson disease.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. - 135:(2023). [10.1016/j.artmed.2022.102459] | 1-gen-2023 | Luigi BORZI'Gabriella Olmo + | AIIM-D-22-00637R2.pdf; 1-s2.0-S0933365722002111-main.pdf |
| Wearable Sensors for Supporting Diagnosis, Prognosis, and Monitoring of Neurodegenerative Diseases / Demrozi, F.; Borzi', L.; Olmo, G.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 12:6(2023). [10.3390/electronics12061269] | 1-gen-2023 | BORZI' L.Olmo G. + | Wearable Sensors for Supporting Diagnosis, Prognosis, and Monitoring of Neurodegenerative Disorders.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 |
| 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 |
| Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer / Sigcha, Luis; Borzi, Luigi; Pavón, Ignacio; Costa, Nélson; Costa, Susana; Arezes, Pedro; 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.pdf; post_print.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| A new index to assess turning quality and postural stability in patients with Parkinson's disease / Borzi', 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 (102059):(2020). [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 |
| 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 |
| 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. - 5:(2019), pp. 145-162. [10.1007/s40860-019-00086-x] | 1-gen-2019 | Borzì, LuigiVarrecchia, MarilenaOlmo, Gabriella + | Borzì2019_Article_HomeMonitoringOfMotorFluctuati.pdf |