New era of artificial intelligence and machine learning-based detection, diagnosis, and therapeutics in Parkinson's disease

R Gupta, S Kumari, A Senapati, RK Ambasta… - Ageing research …, 2023 - Elsevier
Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …

[HTML][HTML] Wearable health devices in health care: narrative systematic review

L Lu, J Zhang, Y Xie, F Gao, S Xu, X Wu… - JMIR mHealth and …, 2020 - mhealth.jmir.org
Background: With the rise of mobile medicine, the development of new technologies such as
smart sensing, and the popularization of personalized health concepts, the field of smart …

[HTML][HTML] Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: a systematic review

L Sigcha, L Borzì, F Amato, I Rechichi… - Expert Systems with …, 2023 - Elsevier
Parkinson's disease (PD) is a neurodegenerative disorder that produces both motor and non-
motor complications, degrading the quality of life of PD patients. Over the past two decades …

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 …

Internet of things technologies and machine learning methods for Parkinson's disease diagnosis, monitoring and management: a systematic review

KM Giannakopoulou, I Roussaki, K Demestichas - Sensors, 2022 - mdpi.com
Parkinson's disease is a chronic neurodegenerative disease that affects a large portion of
the population, especially the elderly. It manifests with motor, cognitive and other types of …

Highly sensitive, stretchable, and robust strain sensor based on crack propagation and opening

S Wu, K Moody, A Kollipara, Y Zhu - ACS applied materials & …, 2022 - ACS Publications
Soft and stretchable strain sensors have been attracting significant attention. However, the
trade-off between the sensitivity (gauge factor) and the sensing range has been a major …

Body-worn sensors for remote monitoring of Parkinson's disease motor symptoms: vision, state of the art, and challenges ahead

S Del Din, C Kirk, AJ Yarnall… - Journal of …, 2021 - content.iospress.com
The increasing prevalence of neurodegenerative conditions such as Parkinson's disease
(PD) and related mobility issues places a serious burden on healthcare systems. The COVID …

Closing the loop for patients with Parkinson disease: where are we?

H Teymourian, F Tehrani, K Longardner… - Nature Reviews …, 2022 - nature.com
Although levodopa remains the most efficacious symptomatic therapy for Parkinson disease
(PD), management of levodopa treatment during the advanced stages of the disease is …

[HTML][HTML] Continuous capillary-flow sensing of glucose and lactate in sweat with an electrochemical sensor based on functionalized graphene oxide

F Poletti, B Zanfrognini, L Favaretto, V Quintano… - Sensors and Actuators B …, 2021 - Elsevier
We describe an electrochemical device for the simultaneous monitoring of glucose and
lactate in sweat, based on enzymatic sensors exploiting capillary flow to induce continuous …

A New Paradigm in Parkinson's Disease Evaluation With Wearable Medical Devices: A Review of STAT-ONTM

D Rodríguez-Martín, J Cabestany… - Frontiers in …, 2022 - frontiersin.org
In the past decade, the use of wearable medical devices has been a great breakthrough in
clinical practice, trials, and research. In the Parkinson's disease field, clinical evaluation is …