Andreu Catalá

Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer

Daniel Rodríguez-Martín, Albert Samà, Carlos Pérez‐López et al. · PLoS ONE · 2017 · 231 citations · Full text

Gait Analysis, Physical Activity, Fog Detection +23

Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit

Julià Camps, Albert Samà, Mario Martín et al. · Knowledge-Based Systems · 2017 · 218 citations · Full text

Gait Analysis, Kinesiology, Engineering +9

K-SVCR. A support vector machine for multi-class classification

Cecilio Ángulo, Xavier Parra, Andreu Catalá · Neurocomputing · 2003 · 175 citations

Data Classification, Support Vector Machine, Classification Method +11

Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor

Albert Samà, Carlos Pérez‐López, Daniel Rodríguez-Martín et al. · Computers in Biology and Medicine · 2017 · 118 citations · Full text

Gait Analysis, Kinesiology, Parkinson Disease +12

SVM-based posture identification with a single waist-located triaxial accelerometer

Daniel Rodríguez-Martín, Albert Samà, Carlos Pérez‐López et al. · Expert Systems with Applications · 2013 · 88 citations · Full text

Upright Posture, Machine Vision, Kinesiology +9