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2020 – today
- 2024
[j8]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
- [j7]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) - [j6]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) - [j5]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) - [c2]Luis Sigcha, Eduarda Pereira, Ana Lima, João Tiago Antunes, Diana Carvalhais, Diogo Sousa, Abdulay Abreu, Nélson Costa, Paulo Cardoso:
A Noninvasive Smart Chair System for Monitoring Postures in Sedentary Workers. ISIE 2023: 1-6 - 2022
- [j4]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) - [c1]Luis Sigcha, David Gonzalez Calleja, Ignacio Pavón, Juan-Manuel López-Navarro, Guillermo de Arcas:
Monitoring Motor Symptoms in Parkinson's Disease Under Long Term Acoustic Stimulation. IWINAC (1) 2022: 189-198 - 2021
- [j3]Luis Sigcha, Ignacio Pavón, Nélson Costa, Susana Costa, Miguel Gago, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas:
Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks. Sensors 21(1): 291 (2021) - 2020
- [j2]Luis Sigcha, Nélson Costa, Ignacio Pavón, Susana Costa, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas:
Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors. Sensors 20(7): 1895 (2020)
2010 – 2019
- 2018
- [j1]Luis Sigcha, Ignacio Pavón, Pedro M. Arezes, Nélson Costa, Guillermo de Arcas, Juan-Manuel López-Navarro:
Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer. Sensors 18(11): 3805 (2018)
Coauthor Index
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