Luis Sigcha

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Networks

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Publications

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)
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 (2024)
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 (2024)
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) (2023)
Luigi Borzì, Luis Sigcha, Gabriella Olmo
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease. Sensors 23 (9) (2023)
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)
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 (2023)
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 Parkinson's Disease using Transformer networks and a single waist-worn triaxial accelerometer. Eng. Appl. Artif. Intell. 116 (2022)
Luis Sigcha, David Gonzalez Calleja, Ignacio Pavón, Juan Manuel López, Guillermo de Arcas
Monitoring Motor Symptoms in Parkinson's Disease Under Long Term Acoustic Stimulation. IWINAC (1) (2022)
Luis Sigcha, Ignacio Pavón, Nélson Costa, Susana Costa, Miguel Gago, Pedro M. Arezes, Juan Manuel López, Guillermo de Arcas
Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks. Sensors 21 (1) (2021)
Luis Sigcha, Nélson Costa, Ignacio Pavón, Susana Costa, Pedro M. Arezes, Juan Manuel López, Guillermo de Arcas
Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors. Sensors 20 (7) (2020)
Luis Sigcha, Ignacio Pavón, Pedro M. Arezes, Nélson Costa, Guillermo de Arcas, Juan Manuel López
Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer. Sensors 18 (11) (2018)