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Luis Sigcha

Technical University of Madrid

6

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26

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Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor

2023 Artificial Intelligence in Medicine
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Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer

2022 Engineering Applications of Artificial Intelligence
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Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks

2021 Sensors
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Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors.

2020 Sensors
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Automatic Identification of Hand-Held Vibrating Tools Through Commercial Smartwatches and Machine Learning

2020
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