Luis Sigcha

16 papers Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Detection of Arm Swing Limitations in Simulated Parkinson's Disease Gait Conditions: A Pilot Study.
BIOSTEC (2): HEALTHINF
Carlos Polvorinos Fernández, Luis Sigcha, María Centeno-Cerrato, Elena Muñoz-Bellido, César Asensio, Juan-Manuel López, Guillermo de Arcas, Ignacio Pavón
2025 J jnl
Edge-based freezing of gait recognition in Parkinson's disease.
Comput. Electr. Eng.
Luigi Borzì, Luis Sigcha, Farshad Firouzi, Gabriella Olmo, Florenc Demrozi
2025 J jnl
Evolution of the Motor Symptoms in Parkinson Disease under Auditory Stimulation.
Int. J. Neural Syst.
David Gonzalez Calleja, Luis Sigcha, Juan-Manuel López, César Asensio, Ignacio Pavón, Nélson Costa, Susana P. G. Costa, Miguel F. Gago, Juan Carlos Martínez-Castrillo, Guillermo de Arcas
2025 — conf
From Controlled to Free-Living Contexts: Expanding the Monitoring of Motor Symptoms in Parkinson's Disease with Wearable mHealth Technologies.
BIOSTEC (2): HEALTHINF
María Centeno-Cerrato, Carlos Polvorinos Fernández, Luis Sigcha, Guillermo de Arcas, César Asensio, Juan-Manuel López, Ignacio Pavón
2024 J jnl
Deep learning algorithms for detecting freezing of gait in Parkinson's disease: A cross-dataset study.
Expert Syst. Appl.
Luis Sigcha, Luigi Borzì, Gabriella Olmo
2024 — conf
Evaluation of the Performance of Wearables' Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson's Disease.
BIOSTEC (2)
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
2024 J jnl
Improvement of Performance in Freezing of Gait detection in Parkinsons Disease using Transformer networks and a single waist worn triaxial accelerometer.
CoRR
Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López, Guillermo de Arcas
2023 — conf
A Noninvasive Smart Chair System for Monitoring Postures in Sedentary Workers.
ISIE
Luis Sigcha, Eduarda Pereira, Ana Lima, João Tiago Antunes, Diana Carvalhais, Diogo Sousa, Abdulay Abreu, Nélson Costa, Paulo Cardoso
2023 J jnl
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease.
Sensors
Luigi Borzì, Luis Sigcha, Gabriella Olmo
2023 J jnl
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review.
Expert Syst. Appl.
Luis Sigcha, Luigi Borzì, Federica Amato, Irene Rechichi, Carlos Ramos-Romero, Andrés Cárdenas, Luis Gascó, Gabriella Olmo
2023 J jnl
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
Luigi Borzì, Luis Sigcha, Daniel Rodríguez Martín, Gabriella Olmo
2022 J jnl
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.
Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas
2022 — conf
Monitoring Motor Symptoms in Parkinson's Disease Under Long Term Acoustic Stimulation.
IWINAC (1)
Luis Sigcha, David Gonzalez Calleja, Ignacio Pavón, Juan-Manuel López-Navarro, Guillermo de Arcas
2021 J jnl
Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks.
Sensors
Luis Sigcha, Ignacio Pavón, Nélson Costa, Susana Costa, Miguel F. Gago, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas
2020 J jnl
Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors.
Sensors
Luis Sigcha, Nélson Costa, Ignacio Pavón, Susana Costa, Pedro M. Arezes, Juan-Manuel López-Navarro, Guillermo de Arcas
2018 J jnl
Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer.
Sensors
Luis Sigcha, Ignacio Pavón, Pedro M. Arezes, Nélson Costa, Guillermo de Arcas, Juan-Manuel López-Navarro