The Role of AI and Machine Learning in the Diagnosis of Parkinson's Disease and Atypical Parkinsonisms
AGP Dennis, AP Strafella - Parkinsonism & Related Disorders, 2024 - Elsevier
Parkinson's disease is a neurodegenerative movement disorder associated with motor and
non-motor symptoms causing severe disability as the disease progresses. The development …
non-motor symptoms causing severe disability as the disease progresses. The development …
Keystroke biometrics as a tool for the early diagnosis and clinical assessment of Parkinson's disease
(1) Background: Parkinson's disease (PD) is the second most common neurodegenerative
disease. Early diagnosis and reliable clinical assessments are essential for appropriate …
disease. Early diagnosis and reliable clinical assessments are essential for appropriate …
Deep Learning Prediction of Parkinson's Disease using Remotely Collected Structured Mouse Trace Data
MR Shahriar Zawad, ZN Tumpa, L Sollis, S Parab… - medRxiv, 2024 - medrxiv.org
Parkinson's Disease (PD) is the second most common neurodegenerative disorder globally,
and current screening methods often rely on subjective evaluations. We developed deep …
and current screening methods often rely on subjective evaluations. We developed deep …
Predicting Disease Severity in Patients with Impaired Muscle Control Using Voice Parameters and Linear Regression
R Fattahian, K Nikkar - 2024 10th International Conference on …, 2024 - ieeexplore.ieee.org
In the pursuit of enhanced healthcare for patients with impaired muscle control, addressing
speech difficulties and predicting the severity of the condition is a pressing challenge. As the …
speech difficulties and predicting the severity of the condition is a pressing challenge. As the …
[引用][C] XGB-PDNet: 자판입력데이터를이용한파킨슨병분류앙상블심층학습모델
홍연수， 김지영 - 한국정보과학회학술발표논문집, 2024 - dbpia.co.kr
요약파킨슨병은 뇌의 특정 부위인 중뇌의 흑질에서 도파민을 생성하는 신경세포들이 사멸하여
신체의 운동기능상실을 동반하는 신경퇴행성 질환이다. 파킨슨병의 완치는 불가하며, 빠른 …
신체의 운동기능상실을 동반하는 신경퇴행성 질환이다. 파킨슨병의 완치는 불가하며, 빠른 …