Machine learning in dentistry: a scoping review

LT Arsiwala-Scheppach, A Chaurasia… - Journal of Clinical …, 2023 - mdpi.com
Machine learning (ML) is being increasingly employed in dental research and application.
We aimed to systematically compile studies using ML in dentistry and assess their …

Digital biomarkers for non-motor symptoms in Parkinson's disease: the state of the art

JM Janssen Daalen, R van den Bergh, EM Prins… - npj Digital …, 2024 - nature.com
Digital biomarkers that remotely monitor symptoms have the potential to revolutionize
outcome assessments in future disease-modifying trials in Parkinson's disease (PD), by …

[HTML][HTML] Oro-pharyngeal dysphagia in Parkinson's disease and related movement disorders

M Kwon, JH Lee - Journal of movement disorders, 2019 - ncbi.nlm.nih.gov
Oro-pharyngeal dysphagia is a common symptom in patients with Parkinson's disease (PD)
and related disorders, even in their early stage of diseases. Dysphagia in these patients has …

[HTML][HTML] Effects of a tongue training program in Parkinson's disease: Analysis of electrical activity and strength of suprahyoid muscles

E Plaza, AR Busanello-Stella - Journal of Electromyography and …, 2022 - Elsevier
Objective To assess the electrical activity of the suprahyoid muscle and the tongue pressure
in a two-wing program of tongue strengthening in individuals with Parkinson's disease (PD) …

Prediction of larynx function using multichannel surface EMG classification

J McNulty, K De Jager, HT Lancashire… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Total laryngectomy (TL) affects critical functions such as swallowing, coughing and
speaking. An artificial, bioengineered larynx (ABL), operated via myoelectric signals, may …

Quantitative evaluation of swallowing function in Parkinson's disease using tongue pressure measurement: a mini-review

T Fukuoka, K Hori, T Ono - Frontiers in Neurology, 2024 - frontiersin.org
Dysphagia is a common symptom of Parkinson's disease (PD) associated with aspiration
pneumonia, choking, malnutrition, and a decreased quality of life, and is a leading cause of …

AI-Based Detection of Aspiration for Video-Endoscopy with Visual Aids in Meaningful Frames to Interpret the Model Outcome

J Konradi, M Zajber, U Betz, P Drees, A Gerken… - Sensors, 2022 - mdpi.com
Disorders of swallowing often lead to pneumonia when material enters the airways
(aspiration). Flexible Endoscopic Evaluation of Swallowing (FEES) plays a key role in the …

Performance of Oral Cavity Sensors: A Systematic Review

L de Almeida e Bueno, MT Kwong, JHM Bergmann - Sensors, 2023 - mdpi.com
Technological advancements are enabling new applications within biomedical engineering.
As a connection point between the outer environment and the human system, the oral cavity …

Applying machine learning algorithms for automatic detection of swallowing from sound

LF Santoso, F Baqai, M Gwozdz… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
Despite the severe consequences of dysfunctional swallowing, there is no simple method of
monitoring swallowing outside of clinical settings. People who cannot swallow cannot eat …

The effects of different frequencies of repetitive transcranial magnetic stimulation (rTMS) on patients with swallowing disorders after cerebral infarction

Y Du, L Wei, Y Lu, H Gao - NeuroRehabilitation, 2022 - content.iospress.com
BACKGROUND: Swallowing disorders represent one of the most common complications
after cerebral infarction. OBJECTIVE: To study the effects of different frequencies of repetitive …