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2020 – today
- 2024
[j12]Luis Sigcha
, Luigi Borzì, Gabriella Olmo:
Deep learning algorithms for detecting freezing of gait in Parkinson's disease: A cross-dataset study. Expert Syst. Appl. 255: 124522 (2024)- [c3]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:
Evaluation of the Performance of Wearables' Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson's Disease. BIOSTEC (2) 2024: 820-827 - [i1]Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López, Guillermo de Arcas:
Improvement of Performance in Freezing of Gait detection in Parkinsons Disease using Transformer networks and a single waist worn triaxial accelerometer. CoRR abs/2404.03704 (2024) - 2023
- [j11]Luigi Borzì, Luis Sigcha, Daniel Rodríguez Martín, Gabriella Olmo:
Real-time detection of freezing of gait in Parkinson's disease using multi-head convolutional neural networks and a single inertial sensor. Artif. Intell. Medicine 135: 102459 (2023) - [j10]Luis Sigcha, Luigi Borzì, Federica Amato, Irene Rechichi, Carlos Ramos-Romero, Andrés Cárdenas, Luis Gascó, Gabriella Olmo:
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review. Expert Syst. Appl. 229(Part A): 120541 (2023) - [j9]Luigi Borzì, Luis Sigcha, Gabriella Olmo:
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease. Sensors 23(9): 4426 (2023) - 2022
- [j8]Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas:
Improvement of Performance in Freezing of Gait detection in Parkinson's Disease using Transformer networks and a single waist-worn triaxial accelerometer. Eng. Appl. Artif. Intell. 116: 105482 (2022) - [j7]Luigi Borzì, Ivan Mazzetta, Alessandro Zampogna, Antonio Suppa, Fernanda Irrera, Gabriella Olmo:
Predicting Axial Impairment in Parkinson's Disease through a Single Inertial Sensor. Sensors 22(2): 412 (2022) - [j6]Luca Mesin, Paola Porcu, Debora Russu, Gabriele Farina, Luigi Borzì, Wei Zhang, Yuzhu Guo, Gabriella Olmo:
A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson's Disease. Sensors 22(7): 2613 (2022) - [c2]Federica Amato, Irene Rechichi, Luigi Borzì, Gabriella Olmo:
Sleep Quality through Vocal Analysis: a Telemedicine Application. PerCom Workshops 2022: 706-711 - 2021
- [j5]Federica Amato, Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Gabriele Imbalzano, Leonardo Lopiano:
Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers. IEEE Access 9: 166370-166381 (2021) - [j4]Federica Amato, Luigi Borzì, Gabriella Olmo, Juan Rafael Orozco-Arroyave:
An algorithm for Parkinson's disease speech classification based on isolated words analysis. Health Inf. Sci. Syst. 9(1): 32 (2021) - [j3]Luigi Borzì, Ivan Mazzetta, Alessandro Zampogna, Antonio Suppa, Gabriella Olmo, Fernanda Irrera:
Prediction of Freezing of Gait in Parkinson's Disease Using Wearables and Machine Learning. Sensors 21(2): 614 (2021) - 2020
- [j2]Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Margherita Fabbri, Mario Giorgio Rizzone, Alberto Romagnolo, Maurizio Zibetti, Leonardo Lopiano:
A new index to assess turning quality and postural stability in patients with Parkinson's disease. Biomed. Signal Process. Control. 62: 102059 (2020) - [c1]Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Leonardo Lopiano:
Detection of Freezing of Gait in People with Parkinson's Disease using Smartphones. COMPSAC 2020: 625-635
2010 – 2019
- 2019
- [j1]Luigi Borzì, Marilena Varrecchia, Gabriella Olmo, Carlo Alberto Artusi, Margherita Fabbri, Mario Giorgio Rizzone, Alberto Romagnolo, Maurizio Zibetti, Leonardo Lopiano:
Home monitoring of motor fluctuations in Parkinson's disease patients. J. Reliab. Intell. Environ. 5(3): 145-162 (2019)
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