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TITLE: Improvement of Performance in Freezing of Gait detection in Parkinson's Disease using Transformer networks and a single waist-worn triaxial accelerometer  Full Text
AUTHORS: Sigcha, Luis; Borzi, Luigi; Pavon, Ignacio; Costa, Nelson; Costa, Susana; Arezes, Pedro ; Manuel Lopez, Juan; De Arcas, Guillermo;
PUBLISHED: 2022, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 116
INDEXED IN: Scopus WOS
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TITLE: Bradykinesia Detection in Parkinson's Disease Using Smartwatches' Inertial Sensors and Deep Learning Methods  Full Text
AUTHORS: Sigcha, Luis; Dominguez, Beatriz; Borzi, Luigi; Costa, Nelson; Costa, Susana; Arezes, Pedro ; Manuel Lopez, Juan; De Arcas, Guillermo; Pavon, Ignacio;
PUBLISHED: 2022, SOURCE: ELECTRONICS, VOLUME: 11, ISSUE: 23
INDEXED IN: Scopus WOS
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TITLE: Automatic Resting Tremor Assessment in Parkinson's Disease Using Smartwatches and Multitask Convolutional Neural Networks  Full Text
AUTHORS: Sigcha, L; Pavon, I; Costa, N; Costa, S; Gago, M; Arezes, P ; Lopez, JM; De Arcas, G;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 1
INDEXED IN: Scopus WOS
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TITLE: Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors  Full Text
AUTHORS: Luis Sigcha; Nelson Costa; Ignacio Pavon; Susana Costa; Pedro Arezes ; Juan M Manuel Lopez; Guillermo De Arcas;
PUBLISHED: 2020, SOURCE: SENSORS, VOLUME: 20, ISSUE: 7
INDEXED IN: Scopus WOS
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TITLE: Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer  Full Text
AUTHORS: Luis Sigcha; Ignacio Pavon; Pedro Arezes ; Nelson Costa; Guillermo De Arcas; Juan M Manuel Lopez;
PUBLISHED: 2018, SOURCE: SENSORS, VOLUME: 18, ISSUE: 11
INDEXED IN: Scopus WOS
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TITLE: Wearable technology for occupational risk assessment: Potential avenues for applications
AUTHORS: Pavon, I; Sigcha, L; Arezes, P; Costa, N; Arcas, G; Lopez, JM;
PUBLISHED: 2018, SOURCE: 6th International Symposium on Occupational Safety and Hygiene (SHO) in OCCUPATIONAL SAFETY AND HYGIENE VI
INDEXED IN: WOS