Luis Sigcha

According to our database, Luis Sigcha authored at least 12 papers between 2018 and 2024.

Collaborative distances:

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

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

A Noninvasive Smart Chair System for Monitoring Postures in Sedentary Workers.

Luis Sigcha, Eduarda Pereira, Ana Lima, João Tiago Antunes, Diana Carvalhais, Diogo Sousa, Abdulay Abreu, Nélson Costa, Paulo Cardoso

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

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

Monitoring Motor Symptoms in Parkinson's Disease Under Long Term Acoustic Stimulation.

Luis Sigcha, David Gonzalez Calleja, Ignacio Pavón, Juan-Manuel López-Navarro, Guillermo de Arcas

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

2021

Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks.

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

Sensors, 2021

2020

Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors.

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

Sensors, 2020

2018

Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer.

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

Sensors, 2018