Luigi Borzì

According to our database, Luigi Borzì authored at least 16 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep learning algorithms for detecting freezing of gait in Parkinson's disease: A cross-dataset study.

Luis Sigcha, Luigi Borzì, Gabriella Olmo

Expert Syst. Appl., 2024

Improvement of Performance in Freezing of Gait detection in Parkinsons Disease using Transformer networks and a single waist worn triaxial accelerometer.

Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López, Guillermo de Arcas

CoRR, 2024

Evaluation of the Performance of Wearables' Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson's Disease.

Carlos Polvorinos Fernández, Luis Sigcha, Laura Pereira de Pablo, Luigi Borzì, Paulo Cardoso, Nélson Costa, Susana Costa, Juan-Manuel López-Navarro, Guillermo de Arcas, Ignacio Pavón

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review.

Luis Sigcha, Luigi Borzì, Federica Amato, Irene Rechichi, Carlos Ramos-Romero, Andrés Cárdenas, Luis Gascó, Gabriella Olmo

Expert Syst. Appl., November, 2023

Real-time detection of freezing of gait in Parkinson's disease using multi-head convolutional neural networks and a single inertial sensor.

Luigi Borzì, Luis Sigcha, Daniel Rodríguez Martín, Gabriella Olmo

Artif. Intell. Medicine, January, 2023

Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease.

Luigi Borzì, Luis Sigcha, Gabriella Olmo

Sensors, 2023

2022

A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson's Disease.

Luca Mesin, Paola Porcu, Debora Russu, Gabriele Farina, Luigi Borzì, Wei Zhang, Yuzhu Guo, Gabriella Olmo

Sensors, 2022

Predicting Axial Impairment in Parkinson's Disease through a Single Inertial Sensor.

Luigi Borzì, Ivan Mazzetta, Alessandro Zampogna, Antonio Suppa, Fernanda Irrera, Gabriella Olmo

Sensors, 2022

Improvement of Performance in Freezing of Gait detection in Parkinson's Disease using Transformer networks and a single waist-worn triaxial accelerometer.

Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas

Eng. Appl. Artif. Intell., 2022

Sleep Quality through Vocal Analysis: a Telemedicine Application.

Federica Amato, Irene Rechichi, Luigi Borzì, Gabriella Olmo

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021

Prediction of Freezing of Gait in Parkinson's Disease Using Wearables and Machine Learning.

Luigi Borzì, Ivan Mazzetta, Alessandro Zampogna, Antonio Suppa, Gabriella Olmo, Fernanda Irrera

Sensors, 2021

An algorithm for Parkinson's disease speech classification based on isolated words analysis.

Federica Amato, Luigi Borzì, Gabriella Olmo, Juan Rafael Orozco-Arroyave

Health Inf. Sci. Syst., 2021

Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.

Federica Amato, Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Gabriele Imbalzano, Leonardo Lopiano

IEEE Access, 2021

2020

A new index to assess turning quality and postural stability in patients with Parkinson's disease.

Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Margherita Fabbri, Mario Giorgio Rizzone, Alberto Romagnolo, Maurizio Zibetti, Leonardo Lopiano

Biomed. Signal Process. Control., 2020

Detection of Freezing of Gait in People with Parkinson's Disease using Smartphones.

Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Leonardo Lopiano

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Home monitoring of motor fluctuations in Parkinson's disease patients.

Luigi Borzì, Marilena Varrecchia, Gabriella Olmo, Carlo Alberto Artusi, Margherita Fabbri, Mario Giorgio Rizzone, Alberto Romagnolo, Maurizio Zibetti, Leonardo Lopiano

J. Reliab. Intell. Environ., 2019