Detection of Parkinson’s Disease from 3T T1 Weighted MRI Scans Using 3D Convolutional Neural Network

Design of a Machine Learning-Assisted Wearable Accelerometer-Based Automated System for Studying the Effect of Dopaminergic Medicine on Gait Characteristics of Parkinson’s Patients

(2020) Satyabrata Aich et al.   Journal of Healthcare Engineering

Deep learning based diagnosis of Parkinson’s disease using convolutional neural network

(2019) S. Sivaranjini et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks

(2019) Andrés Ortiz et al.   Frontiers in Neuroinformatics

Texture features of magnetic resonance images: A marker of slight cognitive deficits in Parkinson's disease

(2019) Nacim Betrouni et al.   MOVEMENT DISORDERS

Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning

(2019) Kanghan Oh et al.   Scientific Reports

Three-dimensional neuromelanin-sensitive magnetic resonance imaging of the substantia nigra in Parkinson's disease

(2018) S. Prasad et al.   EUROPEAN JOURNAL OF NEUROLOGY

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

(2018) Weiming Lin et al.   Frontiers in Neuroscience

3D texture analyses within the substantia nigra of Parkinson's disease patients on quantitative susceptibility maps and R2∗ maps

(2018) Gaiying Li et al.   NEUROIMAGE

Deep ensemble learning of sparse regression models for brain disease diagnosis

(2017) Heung-Il Suk et al.   MEDICAL IMAGE ANALYSIS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

MR image texture in Parkinson’s disease: a longitudinal study

(2015) Minna Sikiö et al.   ACTA RADIOLOGICA

Deep learning

(2015) Yann LeCun et al.   NATURE

The human splicing code reveals new insights into the genetic determinants of disease

(2014) H. Y. Xiong et al.   SCIENCE

Multi-contrast unbiased MRI atlas of a Parkinson’s disease population

(2014) Yiming Xiao et al.   International Journal of Computer Assisted Radiology and Surgery

Neuromelanin Magnetic Resonance Imaging in Parkinson's Disease and Multiple System Atrophy

(2013) Keita Matsuura et al.   EUROPEAN NEUROLOGY

3D neuromelanin-sensitive magnetic resonance imaging with semi-automated volume measurement of the substantia nigra pars compacta for diagnosis of Parkinson’s disease

(2013) Kimihiro Ogisu et al.   NEURORADIOLOGY

Changes in substantia nigra and locus coeruleus in patients with early-stage Parkinson's disease using neuromelanin-sensitive MR imaging

(2013) Chigumi Ohtsuka et al.   NEUROSCIENCE LETTERS

Multicontrast multiecho FLASH MRI for targeting the subthalamic nucleus

(2012) Yiming Xiao et al.   MAGNETIC RESONANCE IMAGING

Automatic Classification of Early Parkinson's Disease with Multi-Modal MR Imaging

(2012) Dan Long et al.   PLoS One

Unbiased average age-appropriate atlases for pediatric studies

(2010) Vladimir Fonov et al.   NEUROIMAGE

Unbiased nonlinear average age-appropriate brain templates from birth to adulthood

(2009) VS Fonov et al.   NEUROIMAGE

A review of Parkinson's disease

(2008) C. A. Davie   BRITISH MEDICAL BULLETIN