luis francisco sigcha
luis francisco sigcha
Univerisity of Limerick
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Deep learning approaches for detecting freezing of gait in Parkinson’s disease patients through on-body acceleration sensors
L Sigcha, N Costa, I Pavón, S Costa, P Arezes, JM López, G De Arcas
Sensors 20 (7), 1895, 2020
Automatic resting tremor assessment in Parkinson’s disease using smartwatches and multitask convolutional neural networks
L Sigcha, I Pavón, N Costa, S Costa, M Gago, P Arezes, JM López, ...
Sensors 21 (1), 291, 2021
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: a systematic review
L Sigcha, L Borzì, F Amato, I Rechichi, C Ramos-Romero, A Cárdenas, ...
Expert Systems with Applications, 120541, 2023
Wearable technology for occupational risk assessment: Potential avenues for applications
I Pavón, L Sigcha, P Arezes, N Costa, G Arcas, JM López
Occupational safety and hygiene VI, 447-452, 2018
Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor
L Borzì, L Sigcha, D Rodríguez-Martín, G Olmo
Artificial intelligence in medicine 135, 102459, 2023
Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer
L Sigcha, L Borzì, I Pavón, N Costa, S Costa, P Arezes, JM López, ...
Engineering Applications of Artificial Intelligence 116, 105482, 2022
Identification and mapping of asphalt surface deterioration by tyre-pavement interaction noise measurement
C Ramos-Romero, P León-Ríos, BM Al-Hadithi, L Sigcha, G De Arcas, ...
Measurement 146, 718-727, 2019
Bradykinesia detection in Parkinson’s disease using smartwatches’ inertial sensors and deep learning methods
L Sigcha, B Domínguez, L Borzì, N Costa, S Costa, P Arezes, JM López, ...
Electronics 11 (23), 3879, 2022
Wearable technology usefulness for occupational risk prevention: Smartwatches for hand-arm vibration exposure assessment
I Pavón, L Sigcha, JM López, G De Arcas
Occupational Safety and Hygiene V, 77-82, 2017
Context recognition algorithms for energy-efficient freezing-of-gait detection in Parkinson’s disease
L Borzì, L Sigcha, G Olmo
Sensors 23 (9), 4426, 2023
Automatic Identification of Hand-Held Vibrating Tools Through Commercial Smartwatches and Machine Learning
L Sigcha, I Pavón, S Nisi, G de Arcas
Occupational and Environmental Safety and Health II, 481-489, 2020
Soluciones basadas en tecnología wearable para la valoración de vibraciones en el puesto de trabajo que afectan al sistema mano brazo.
L Sigcha
Industriales, 2017
Monipar: movement data collection tool to monitor motor symptoms in Parkinson’s disease using smartwatches and smartphones
L Sigcha, C Polvorinos-Fernández, N Costa, S Costa, P Arezes, M Gago, ...
Frontiers in Neurology 14, 1326640, 2023
Monitoring motor symptoms in Parkinson’s disease under long term acoustic stimulation
L Sigcha, D Gonzalez Calleja, I Pavón, JM López, G de Arcas
International Work-Conference on the Interplay Between Natural and …, 2022
Elaboración de una guía metodológica para la aplicación de la acústica forense mediante software de reconocimiento de la voz hablada
JP Calvache, LF Sigcha
SONAC 2 (1), 95-101, 2011
Evaluation of the Performance of Wearables’ Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson’s Disease
C Polvorinos-Fernández, L Sigcha, LP de Pablo, L Borzì, P Cardoso, ...
Proceedings of the 17th International Joint Conference on Biomedical …, 2024
A Noninvasive Smart Chair System for Monitoring Postures in Sedentary Workers
L Sigcha, E Pereira, A Lima, JT Antunes, D Carvalhais, D Sousa, A Abreu, ...
2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 1-6, 2023
Automated error detection when applying the protocol for the monitoring of motor function in patients with Parkinson's disease using smartwatches.
L Sigcha, JM Cermeno, MB Dominguez, I Pavon, JC Matinez, JM Lopez, ...
MOVEMENT DISORDERS 37, S205-S206, 2022
Identificación automática del uso de herramientas vibratorias manuales mediante smartwatches comerciales y técnicas de machine learning
I Pavón García, L Sigcha, S Nisi Valencia, G Arcas Castro
Industriales, 2019
Risk perception associated with noise-induced hearing loss. State of the art and design of interactive tools for workers training and awareness
L Sigcha, I Pavón, L Gascó, JE González, J Sánchez-Guerrero, ...
Occupational Safety and Hygiene V, 503-508, 2017
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