Archivio Istituzionale della RicercaBORZI', LUIGI
BORZI', LUIGI
Dipartimento di Automatica e Informatica
Luigi Borzì
049848
Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model
2025 Borzì, Luigi; Demrozi, Florenc; Bacchin, Ruggero Angelo; Turetta, Cristian; Sigcha, Luis; Rinaldi, Domiziana; Fazzina, Giuliana; Balestro, Giulio; Picelli, Alessandro; Pravadelli, Graziano; Olmo, Gabriella; Tamburin, Stefano; Lopiano, Leonardo; Artusi, Carlo Alberto
Graph-Based Methods for Multimodal Indoor Activity Recognition: A Comprehensive Survey
2025 Javadi, Saeedeh; Riboni, Daniele; Borzì, Luigi; Zolfaghari, Samaneh
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
Evaluation of the Performance of Wearables’ Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson’s Disease
2024 Polvorinos-Fernández, Carlos; Sigcha, Luis; Pereira de Pablo, Laura; Borzì, Luigi; Cardoso, Paulo; Costa, Nelson; Costa, Susana; 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 and artificial intelligence for monitoring of Parkinson's disease
2023 Borzi', Luigi
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
Correlation between wearable inertial sensor data and standardised Parkinson's disease axial impairment measures using machine learning
2022 Borzi', L.; Manoni, A.; Zampogna, A.; Irrera, F.; Suppa, A.; Olmo, G.
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.
Sleep Quality through Vocal Analysis: a Telemedicine Application
2022 Amato, F.; Rechichi, I.; Borzi', L.; 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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model / Borzì, Luigi; Demrozi, Florenc; Bacchin, Ruggero Angelo; Turetta, Cristian; Sigcha, Luis; Rinaldi, Domiziana; Fazzina, Giuliana; Balestro, Giulio; Picelli, Alessandro; Pravadelli, Graziano; Olmo, Gabriella; Tamburin, Stefano; Lopiano, Leonardo; Artusi, Carlo Alberto. - In: JOURNAL OF PARKINSON'S DISEASE. - ISSN 1877-7171. - ELETTRONICO. - (2025). [10.1177/1877718x241302766] | 1-gen-2025 | Borzì, LuigiOlmo, Gabriella + | borzi-et-al-2025-freezing-of-gait-detection-the-effect-of-sensor-type-position-activities-datasets-and-machine-learning.pdf |
| Graph-Based Methods for Multimodal Indoor Activity Recognition: A Comprehensive Survey / Javadi, Saeedeh; Riboni, Daniele; Borzì, Luigi; Zolfaghari, Samaneh. - In: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. - ISSN 2329-924X. - ELETTRONICO. - (2025), pp. 1-19. [10.1109/tcss.2024.3523240] | 1-gen-2025 | Borzì, Luigi + | Graph-Based Methods for Multimodal Indoor Activity Recognition.pdf |
| 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 |
| Evaluation of the Performance of Wearables’ Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson’s Disease / Polvorinos-Fernández, Carlos; Sigcha, Luis; Pereira de Pablo, Laura; Borzì, Luigi; Cardoso, Paulo; Costa, Nelson; Costa, Susana; López, Juan Manuel; de Arcas, Guillermo; Pavón, Ignacio. - ELETTRONICO. - 2:(2024), pp. 820-827. (Intervento presentato al convegno 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024) tenutosi a Rome (ITA) nel February 21- 23, 2024) [10.5220/0012571600003657]. | 1-gen-2024 | Borzì, Luigi + | Evaluation of the Performance of Wearables Inertial Sensors for the diagnosis of resting tremor in Parkinson disease.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 and artificial intelligence for monitoring of Parkinson's disease / Borzi', Luigi. - (2023 Jan 27), pp. 1-211. | 27-gen-2023 | BORZI', LUIGI | PhD_Thesis_Luigi_Borzi.pdf; PhD_Thesis_Summary_Luigi_Borzi.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 |
| 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.pdf; Correlation+between+wearable+inertial+sensor+data+and+standardised+Parkinson’s+disease+axial+impairment+measures+using+machine+learning.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 |
| 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.pdf; Sleep_Quality_through_Vocal_Analysis_a_Telemedicine_Application.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 |