Concepedia

Luis Sigcha

LS

12

Publications

459

Citations

11

H-Index

2018

Active since

Affiliations

University of Minho(Current)

Universidad Politécnica de Madrid

Polytechnic University of Turin

University of Limerick

Luis Sigcha is an author at University of Minho specializing in human movement, movement disorders, and wearable technology.

ORCID

Top concepts

Publications per year

2018–2025

12

Publications

12

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

Luis Sigcha, Nélson Costa, Ignacio Pavón et al. · Sensors · 2020 · 124 citations · Full text

, , +20

Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks

Luis Sigcha, Ignacio Pavón, Nélson Costa et al. · Sensors · 2021 · 86 citations · Full text

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

Luigi Borzì, Luis Sigcha, Daniel Rodríguez-Martín et al. · Artificial Intelligence in Medicine · 2022 · 66 citations

, , +10

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

Luis Sigcha, Luigi Borzì, Ignacio Pavón et al. · Engineering Applications of Artificial Intelligence · 2022 · 39 citations · Full text

, , +8

Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer

Luis Sigcha, Ignacio Pavón, Pedro Arezes et al. · Sensors · 2018 · 28 citations · Full text

, , +25

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