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BORZI', LUIGI

BORZI', LUIGI  

Dipartimento di Automatica e Informatica  

Luigi Borzì  

049848  

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A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson’s disease / 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. - 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
Diagnosis of Resting Tremor in Parkinson’s Disease Using Accelerometer and Gyroscope Sensors Built into a Smartwatch / Polvorinos-Fernández, C., Sigcha, L., Borzì, L., Cardoso, P., Costa, N., Costa, S., López, J.M., Asensio, C., De Arcas, G., Pavón, I.. - ELETTRONICO. - 2546:(2026), pp. 460-481. (17th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2024 Rome (ITA) February 21–23, 2024) [10.1007/978-3-031-96899-0_26]. 1-gen-2026 Borzì, Luigi + 978-3-031-96899-0-477-498.pdf
Lightweight FMCW radar framework for human activity recognition under limited data conditions / Fard, Ali Samimi; Mashhadigholamali, Mohammadreza; Zolfaghari, Samaneh; Abedi, Hajar; Chakraborty, Mainak; Borzì, Luigi; Daneshtalab, Masoud; Shaker, George. - 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, Gw; 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
Exploring Parkinson’s Disease Datasets: Key Findings, Challenges, and Recommendations for Motor Symptom Analysis / Tebaldi, Michele; Borzì, Luigi; Olmo, Gabriella; Giugno, Rosalba; Pravadelli, Graziano; Demrozi, Florenc. - ELETTRONICO. - 2025:(2025), pp. 1-7. ( 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Copenhagen (DK) 14-18 July 2025) [10.1109/embc58623.2025.11252635]. 1-gen-2025 Borzì, LuigiOlmo, Gabriella + Exploring Parkinson’s Disease Datasets Key Findings, Challenges, and Recommendations for Motor Symptom Analysis.pdf; IEEE_EMBC2025_BriefSurvey (1).pdf
Fall Detection in Ambient-Assisted Living Environments Using FMCW Radars and Deep Learning / Fard, A.S., Mashhadigholamali, M., Zolfaghari, S., Abedi, H., Chakraborty, M., Karmani, S., Borzi', L., Daneshtalab, M., Shaker, G.. - ELETTRONICO. - (2025), pp. 1-6. (2025 IEEE International Radar Conference (RADAR) Atlanta, Georgia (USA) 3-9 May, 2025) [10.1109/RADAR52380.2025.11031826]. 1-gen-2025 Borzi' L. + Fall Detection in Ambient-Assisted Living Environments using FMCW Radars and Deep Learning.pdf; Fall_Detection_in_Ambient-Assisted_Living_Environments_Using_FMCW_Radars_and_Deep_Learning.pdf
FMCW Radar-Based Human Activity Recognition: A Machine Learning Approach for Elderly Care / Mashhadigholamali, M., Fard, A.S., Zolfaghari, S., Abedi, H., Chakraborty, M., Borzi, L., Daneshtalab, M., Shaker, G.. - ELETTRONICO. - (2025), pp. 1-6. (IEEE Wireless Communications and Networking Conference (WCNC) Milan (Italy) 24–27 March 2025) [10.1109/wcnc61545.2025.10978639]. 1-gen-2025 Borzi, Luigi + FMCW_Radar-Based_Human_Activity_Recognition_A_Machine_Learning_Approach_for_Elderly_Care.pdf; IEEE_WCNC_2025.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, Saeedeh; Riboni, Daniele; Borzì, Luigi; Zolfaghari, Samaneh. - 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, 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, 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
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. ( 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024) Rome (ITA) 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