Movement analysis

Current methods and new trends in signal processing and pattern recognition for the automatic assessment of motor impairments: the case of Parkinson's disease

This chapter describes current methods and future trends in signal processing and pattern recognition techniques applied to the automatic analysis of motor impairments observed in patients with Parkinson's disease (PD). A revision of the …

Comparison of User Models Based on GMM-UBM and I-Vectors for Speech, Handwriting, and Gait Assessment of Parkinson’s Disease Patients

Parkinson’s disease is a neurodegenerative disorder characterized by the presence of different motor impairments. Information from speech, handwriting, and gait signals have been considered to evaluate the neurological state of the patients. On the …

Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease

Parkinson’s disease is a progressive neurological disorder that affects the motor system and produces several problems to control muscles and limbs. One of the major manifestations of the disease appears in gait and typically causes disability in the …

Apkinson: the smartphone application for telemonitoring Parkinson’s patients through speech, gait and hands movement

Aim: This paper introduces Apkinson, a mobile application for motor evaluation and monitoring of Parkinson’s disease patients. Materials & methods: The App is based on previously reported methods, for instance, the evaluation of articulation and …

Apkinson

a Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease

Gait Assessment of Patients with Parkinson’s Disease using Inertial Sensors and Non-Linear Dynamics Features

Ingeniería electrónica, Universidad de Antioquia, 2018

Representaciones en Tiempo-Frecuencia en señales de marcha para la detección automática de la enfermedad de Parkinson

Ingeniería electrónica, Universidad de Antioquia, 2018

A Non-linear Dynamics Approach to Classify Gait Signals of Patients with Parkinson’s Disease

Parkinson’s disease is a neuro-degenerative disorder characterized by different motor symptoms, including several gait impairments. Gait analysis is a suitable tool to support the diagnosis and to monitor the state of the disease. This study proposes …

Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease

Parkinson’s disease is a neurological disorder that produces different motor impairments in the patients. The longitudinal assessment of the neurological state of patients is important to improve their quality of life. We introduced Apkinson, a …

Multimodal assessment of Parkinson's disease: a deep learning approach

Parkinson's disease is a neurodegenerative disorder characterized by a variety of motor symptoms. Particularly, difficulties to start/stop movements have been observed in patients. From a technical/diagnostic point of view, these movement changes can …