Progress and Trends in Neurological Disorders Research Based on Deep Learning

MS Iqbal, MBB Heyat, S Parveen, MAB Hayat… - … Medical Imaging and …, 2024 - Elsevier
In recent years, deep learning (DL) has emerged as a powerful tool in clinical imaging,
offering unprecedented opportunities for the diagnosis and treatment of neurological …

A review on the new age methodologies for early detection of Alzheimer's and Parkinson's disease

N Ghosh, K Sinha, PC Sil - Basic & Clinical Pharmacology & …, 2024 - Wiley Online Library
Abstract Backgrounds Neurodegenerative diseases (NDDs) such as Alzheimer's (AD) and
Parkinson's (PD) are often diagnosed late, impeding effective treatment; therefore, early …

Prodromal Parkinson's Disease: A Snapshot of the Landscape

I Boura, K Poplawska-Domaszewicz… - Neurologic …, 2025 - neurologic.theclinics.com
The research community has been acquainted with the concept of prodromal Parkinson's
disease (pPD) for over a decade. 1 Clinical and pathologic evidence suggests that …

Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning

M Martinez-Eguiluz, J Muguerza, O Arbelaitz… - Conference of the …, 2024 - Springer
This study explores prodromal Parkinson's Disease (PD) by leveraging data from the
Parkinson's Progression Markers Initiative (PPMI). The main goal was to discriminate …

Electrocardiographic Sex Index: A Continuous Representation of Sex

I Karabayir, T Celik, L Patterson, L Butler, D Herrington… - 2024 - researchsquare.com
Clinical risk calculators consider sex as a binary variable. However, sex is a complex trait
with a variety of anatomic, physiologic and metabolic attributes that are not easily …

A Sharper Look: Edge Detection and Light-Weight 3D Vision Transformers for Parkinsonian Disorder Classification on MRI Imaging

CJ Farfán, AB Chonillo, A Constantine… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) is a progressive neurological disorder that affects motor function
and is often accompanied by non-motor symptoms, including impulse control disorders …

AI Detects or Predicts Parkinson's and Potential Disease-Modifying Drugs

D Hurley - Neurology Today, 2023 - journals.lww.com
Investigators offered both cautious optimism and excitement about the possibility that
artificial intelligence could uncover the kind of objective biomarkers of Parkinson's disease …

[HTML][HTML] 基于深度学**的帕金森疾病多病程诊断网络模型

陶国庆, 陈曦, 刘红怡, 范丹丹, 陈辉 - Modeling and Simulation, 2024 - hanspub.org
帕金森(Parkinson's Disease, PD) 是一种神经退行性疾病. 当出现明显临床特征时, 超过60%
的黑质神经元已经发生不可逆的退化, 早期疾病的诊断尤为关键, 但疾病早期的诊断存在特异性 …