Archivio Istituzionale della RicercaBORZI', LUIGI
BORZI', LUIGI
Dipartimento di Automatica e Informatica
Luigi Borzì
049848
A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson’s disease
2026 Borzì, Luigi; Demrozi, Florenc; Bacchin, Ruggero Angelo; Turetta, Cristian; Tebaldi, Michele; Sigcha, Luis; Zolfaghari, Samaneh; Rinaldi, Domiziana; Fazzina, Giuliana; Balestro, Giulio; Picelli, Alessandro; Pravadelli, Graziano; Olmo, Gabriella; Tamburin, Stefano; Lopiano, Leonardo; Artusi, Carlo Alberto
Enhancing Cross-Dataset Mental Workload Detection Using Electrodermal Activity and Domain Adaptation
2026 Sigcha, Luis; Pereira, Eduarda; Borzì, Luigi; Gachet, Diego; Cardoso, Paulo; Costa, Nélson
Lightweight FMCW radar framework for human activity recognition under limited data conditions
2026 Fard, Ali Samimi; Mashhadigholamali, Mohammadreza; Zolfaghari, Samaneh; Abedi, Hajar; Chakraborty, Mainak; Borzì, Luigi; Daneshtalab, Masoud; Shaker, George
Cueing Technologies in Parkinson's Disease: A Systematic Review
2025 Iervasi, M; Maple-Grodem, J; Borzi', L; Alves, Gw; Eftestol, T; Demrozi, F
Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors
2025 Gazzanti Pugliese Di Cotrone, Michele Antonio; Akhtar, Nidà Farooq; Patera, Martina; Gallo, Silvia; Mosca, Umberto; Ghislieri, Marco; Ferraris, Claudia; Suppa, Antonio; Artusi, Carlo Alberto; Zampogna, Alessandro; Amprimo, Gianluca; Imbalzano, Gabriele; Cerfoglio, Serena; Cimolin, Veronica; Borzì, Luigi; Olmo, Gabriella; Irrera, Fernanda
Edge-based freezing of gait recognition in Parkinson's disease
2025 Borzi', L.; Sigcha, L.; Firouzi, F.; Olmo, G.; Demrozi, F.
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
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson’s disease / Borzì, L., Demrozi, F., Bacchin, R.A., Turetta, C., Tebaldi, M., Sigcha, L., Zolfaghari, S., Rinaldi, D., Fazzina, G., Balestro, G., Picelli, A., Pravadelli, G., Olmo, G., Tamburin, S., Lopiano, L., Artusi, C.A.. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - 13:1(2026). [10.1038/s41597-026-06645-1] | 1-gen-2026 | Borzì, LuigiOlmo, Gabriella + | s41597-026-06645-1.pdf |
| Enhancing Cross-Dataset Mental Workload Detection Using Electrodermal Activity and Domain Adaptation / Sigcha, L., Pereira, E., Borzì, L., Gachet, D., Cardoso, P., Costa, N.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 16:10(2026). [10.3390/app16104673] | 1-gen-2026 | Borzì, Luigi + | applsci-16-04673-v2.pdf |
| Lightweight FMCW radar framework for human activity recognition under limited data conditions / Fard, A.S., Mashhadigholamali, M., Zolfaghari, S., Abedi, H., Chakraborty, M., Borzì, L., Daneshtalab, M., Shaker, G.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 16:(2026). [10.1038/s41598-026-44815-8] | 1-gen-2026 | Borzì, Luigi + | s41598-026-44815-8.pdf |
| Cueing Technologies in Parkinson's Disease: A Systematic Review / Iervasi, M., Maple-Grodem, J., Borzi', L., Alves, G.w., Eftestol, T., Demrozi, F.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 13:(2025), pp. 216408-216427. [10.1109/ACCESS.2025.3647133] | 1-gen-2025 | BORZI', L + | Cueing Technologies in Parkinson’s Disease A Systematic Review.pdf |
| Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors / Gazzanti Pugliese Di Cotrone, M.A., Akhtar, N.F., Patera, M., Gallo, S., Mosca, U., Ghislieri, M., Ferraris, C., Suppa, A., Artusi, C.A., Zampogna, A., Amprimo, G., Imbalzano, G., Cerfoglio, S., Cimolin, V., Borzì, L., Olmo, G., Irrera, F.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:22(2025). [10.3390/s25226834] | 1-gen-2025 | Mosca, UmbertoGhislieri, MarcoAmprimo, GianlucaBorzì, LuigiOlmo, Gabriella + | sensors-25-06834.pdf |
| Edge-based freezing of gait recognition in Parkinson's disease / Borzi', L., Sigcha, L., Firouzi, F., Olmo, G., Demrozi, F.. - In: COMPUTERS & ELECTRICAL ENGINEERING. - ISSN 0045-7906. - ELETTRONICO. - 127:A(2025). [10.1016/j.compeleceng.2025.110530] | 1-gen-2025 | Borzi' L.Olmo G. + | Edge-based freezing of gait recognition in Parkinson’s disease.pdf |
| Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model / Borzì, L., Demrozi, F., Bacchin, R.A., Turetta, C., Sigcha, L., Rinaldi, D., Fazzina, G., Balestro, G., Picelli, A., Pravadelli, G., Olmo, G., Tamburin, S., Lopiano, L., Artusi, C.A.. - In: JOURNAL OF PARKINSON'S DISEASE. - ISSN 1877-7171. - ELETTRONICO. - 15:1(2025), pp. 163-181. [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, S., Riboni, D., Borzì, L., Zolfaghari, S.. - In: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. - ISSN 2329-924X. - ELETTRONICO. - 12:5(2025), pp. 3728-3746. [10.1109/tcss.2024.3523240] | 1-gen-2025 | Borzì, Luigi + | Graph-Based_Methods_for_Multimodal_Indoor_Activity_Recognition_A_Comprehensive_Survey.pdf |
| Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study / Sigcha, L., Borzì, L., Olmo, G.. - 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, C., Sigcha, L., Borzì, L., Olmo, G., Asensio, C., López, J.M., de Arcas, G., Pavón, I.. - 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, A., Borzì, L., Soares, C., Demrozi, F.. - 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, A., Borzì, L., Rinaldi, D., Artusi, C.A., Imbalzano, G., Patera, M., Lopiano, L., Pontieri, F., Olmo, G., Suppa, A.. - 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', L., Sigcha, L., Olmo, G.. - 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, L., Borzi', L., Amato, F., Rechichi, I., Ramos-Romero, C., Cárdenas, A., Gascó, L., Olmo, G.. - 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', L., Sigcha, L., Rodriguez-Martin, D., Olmo, G.. - 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, L., Porcu, P., Russu, D., Farina, G., Borzì, L., Zhang, W., Guo, Y., Olmo, G.. - 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, L., Domínguez, B., Borzi', L., Costa, N., Costa, S., Arezes, P., Manuel López, J., De Arcas, G., Pavón, I.. - 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, L., Borzi, L., Pavón, I., Costa, N., Costa, S., Arezes, P., 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 |