[HTML][HTML] Sensors for daily life: A review

M Javaid, A Haleem, S Rab, RP Singh, R Suman - Sensors International, 2021 - Elsevier
Sensor technologies have improved the everyday life of human beings through their
applications in almost all fields. Sensors are devices that detect changes in the …

Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson's disease motor symptoms

AS Chandrabhatla, IJ Pomeraniec… - NPJ digital …, 2022 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …

Soft robotic apparel to avert freezing of gait in Parkinson's disease

J Kim, F Porciuncula, HD Yang, N Wendel, T Baker… - Nature medicine, 2024 - nature.com
Freezing of gait (FoG) is a profoundly disruptive gait disturbance in Parkinson's disease,
causing unintended stops while walking. Therapies for FoG reveal modest and transient …

Parkinson's disease management via wearable sensors: a systematic review

H Mughal, AR Javed, M Rizwan, AS Almadhor… - IEEE …, 2022 - ieeexplore.ieee.org
Wearable technology has played an essential role in the Mobile Health (mHealth) sector for
diagnosis, treatment, and rehabilitation of numerous diseases and disorders. One such …

Overview on wearable sensors for the management of Parkinson's disease

C Moreau, T Rouaud, D Grabli, I Benatru… - npj Parkinson's …, 2023 - nature.com
Parkinson's disease (PD) is affecting about 1.2 million patients in Europe with a prevalence
that is expected to have an exponential increment, in the next decades. This epidemiological …

A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects

A Salomon, E Gazit, P Ginis, B Urazalinov… - Nature …, 2024 - nature.com
Freezing of gait (FOG) is a debilitating problem that markedly impairs the mobility and
independence of 38-65% of people with Parkinson's disease. During a FOG episode …

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

L Sigcha, L Borzì, I Pavón, N Costa, S Costa… - … Applications of Artificial …, 2022 - Elsevier
Freezing of gait (FOG) is one of the most incapacitating symptoms in Parkinson's disease,
affecting more than 50% of patients in advanced stages of the disease. The presence of …

Recent trends in wearable device used to detect freezing of gait and falls in people with Parkinson's disease: A systematic review

T Huang, M Li, J Huang - Frontiers in aging neuroscience, 2023 - frontiersin.org
Background The occurrence of freezing of gait (FOG) is often observed in moderate to last-
stage Parkinson's disease (PD), leading to a high risk of falls. The emergence of the …

On‐demand cueing for freezing of gait in Parkinson's disease: a randomized controlled trial

D Zoetewei, T Herman, P Ginis, L Palmerini… - Movement …, 2024 - Wiley Online Library
Background Cueing can alleviate freezing of gait (FOG) in people with Parkinson's disease
(PD), but using the same cues continuously in daily life may compromise effectiveness …

Assessing inertial measurement unit locations for freezing of gait detection and patient preference

J O'Day, M Lee, K Seagers, S Hoffman… - … of neuroengineering and …, 2022 - Springer
Background Freezing of gait, a common symptom of Parkinson's disease, presents as
sporadic episodes in which an individual's feet suddenly feel stuck to the ground. Inertial …