Luis Sigcha - Concepedia

Author

Luis Sigcha

University of Minho ORCID

Also Known As

L Sigcha, L. Sigcha, Luis Fernando Gavilánez Sigcha, Luis Sigcha, Sigcha, Luis

Publications

616

Citations

H-Index

Concepts

All Affiliations

University of Minho Universidad Politécnica de Madrid Polytechnic University of Turin University of Limerick

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	200
2	Health Sciences	4	4	254
3	Education	1	1	28
4	Medicine	1	1	66
5	Public Health	1	1	28

Luis Sigcha

Publications

459

Citations

H-Index

Page 1

	Year	Citations
Deep Learning Approaches for Detecting Freezing of Gait in Parkinson’s Disease Patients through On-Body Acceleration Sensors Luis Sigcha, Nélson Costa, Ignacio Pavón, Sensors Gait AnalysisWearable SystemFog DetectionMachine LearningFog Assessment	2020	124
Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks Luis Sigcha, Ignacio Pavón, Nélson Costa, Sensors	2021	86
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, Artificial Intelligence in Medicine Gait AnalysisParkinson ’Motor ControlReal-time DetectionNeurology	2022	66
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, Engineering Applications of Artificial Intelligence Gait AnalysisKinesiologyGait DetectionTransformer NetworksAccelerometer	2022	39
Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer Luis Sigcha, Ignacio Pavón, Pedro Arezes, Sensors Smart DevicesWearable SystemPhysical ActivityEngineeringMeasurement	2018	28
Bradykinesia Detection in Parkinson’s Disease Using Smartwatches’ Inertial Sensors and Deep Learning Methods Luis Sigcha, Beatriz Domínguez, Luigi Borzì, Electronics Wearable SystemEngineeringMachine LearningAccelerometerWearable Technology	2022	25
Identification and mapping of asphalt surface deterioration by tyre-pavement interaction noise measurement Carlos Ramos-Romero, P. León-Ríos, Basil Mohammed Al‐Hadithi, Measurement Geotechnical EngineeringHighway PavementPavement EngineeringEngineeringAsphalt Surface Deterioration	2019	23
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease Luigi Borzì, Luis Sigcha, Gabriella Olmo Sensors	2023	19
Monipar: movement data collection tool to monitor motor symptoms in Parkinson’s disease using smartwatches and smartphones Luis Sigcha, Carlos Polvorinos-Fernández, Nélson Costa, Frontiers in Neurology	2023	13
Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study Luis Sigcha, Luigi Borzì, Gabriella Olmo Expert Systems with Applications	2024	13

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