Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms

M Hammoud, E Kovalenko, A Somov, E Bril… - Internet of Things, 2023 - Elsevier
Abstract Internet of Things (IoT) solutions have greatly evolved recently with the application
of Artificial Intelligence (AI). Indeed, AI enriches the IoT with intelligence capabilities. In …

A machine-learning method isolating changes in wrist kinematics that identify age-related changes in arm movement

A Shanghavi, D Larranaga, R Patil, EM Frazier… - Scientific Reports, 2024 - nature.com
Normal aging often results in an increase in physiological tremors and slowing of the
movement of the hands, which can impair daily activities and quality of life. This study, using …

Dominant Hand Invariant Parkinson's Disease Detection Using 1-D CNN Model and STFT-based IMU Data Fusion

A Shcherbak, E Kovalenko, E Bril… - 2023 IEEE 32nd …, 2023 - ieeexplore.ieee.org
In this paper, we report on a dominant hand invariant 1-D convolution model for
distinguishing between Parkinson's disease (PD) and healthy subjects. For realizing this …

Wearable Sensors and Machine Learning Fusion for Parkinson's Disease Assessment

M Hammoud, A Shcherbak, M Getahun… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) causes physical activity loss, tremors, stiffness, and coordination-
related issues. The state-of-the-art studies utilize complex experimental testbeds for data …

Effect of Optogenetic Stimulation Parameters on Firing Rate of Basal Ganglia Neurons in Parkinsonian State BG and RT Networks

N Ghasemzadeh, FN Rahatabad… - Frontiers in Biomedical …, 2024 - fbt.tums.ac.ir
Purpose: Parkinson's disease is a neurodegenerative disorder that affects the basal ganglia
of the brain, which plays an important role in movement. Basal Ganglia-Thalamic network …

Explorando los avances y desafíos en la monitorización continua de los temblores para la enfermedad de Parkinson: una revisión sistemática

L Peña, E Collado, Y Sáez - I+ D Tecnológico, 2024 - revistas.utp.ac.pa
Resumen La Enfermedad de Parkinson (EP), un trastorno neurodegenerativo prevalente,
impacta significativamente la calidad de vida de los afectados. Este estudio presenta una …

[PDF][PDF] Initial validation of ELENA: a low-cost device for tremor monitoring in Parkinson's patients

LP Batista, C Ureña - laccei.org
This article addresses the growing need for an effective system for tremor monitoring in
patients with Parkinson's disease (PD). The ELENA project, a low-cost IoT-based device …

Technology for monitoring tremor in the upper extremities of patients with Parkinson's disease: a systematic review and a proposal

L Peña, R Nieto, C Ureña, L Vásquez, E Collado… - LACCEI, 2023 - 3.134.240.183
PD patients come to experience a wide spectrum of cognitive, psychiatric, non-motor and
motor symptoms. Tremor is one of the initial symptoms described by 70% of patients …