MNC-Net: Multi-task graph structure learning based on node clustering for early Parkinson’s disease diagnosis

Mass segmentation for whole mammograms via attentive multi-task learning framework

(2021) Xuan Hou et al.   PHYSICS IN MEDICINE AND BIOLOGY

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

(2021) Xiaoxiao Li et al.   MEDICAL IMAGE ANALYSIS

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

(2021) Hao Peng et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification of Parkinson's disease based on multi-modal features and stacking ensemble learning

(2020) Yifeng Yang et al.   JOURNAL OF NEUROSCIENCE METHODS

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping

(2020) Chengjin Yu et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-indices quantification of optic nerve head in fundus image via multitask collaborative learning

(2019) Rongchang Zhao et al.   MEDICAL IMAGE ANALYSIS

Insights into the structure and function of the hippocampal formation: relevance to parkinson’s disease

(2018) Orsolya Győrfi et al.   Ideggyogyaszati Szemle-Clinical Neuroscience

Complex networks reveal early MRI markers of Parkinson’s disease

(2018) Nicola Amoroso et al.   MEDICAL IMAGE ANALYSIS

Metric learning with spectral graph convolutions on brain connectivity networks

(2018) Sofia Ira Ktena et al.   NEUROIMAGE

Analysis of white matter characteristics with tract-based spatial statistics according to diffusion tensor imaging in early Parkinson’s disease

(2018) Xiang-Rong Li et al.   NEUROSCIENCE LETTERS

Parkinson's Disease Diagnosis via Joint Learning from Multiple Modalities and Relations

(2018) Haijun Lei et al.   IEEE Journal of Biomedical and Health Informatics

Is Diffusion Tensor Imaging a Good Biomarker for Early Parkinson's Disease?

(2018) Rachel P. Guimarães et al.   Frontiers in Neurology

Hippocampal α-Synuclein in Dementia with Lewy Bodies Contributes to Memory Impairment and Is Consistent with Spread of Pathology

(2016) David H. Adamowicz et al.   JOURNAL OF NEUROSCIENCE

A novel brain partition highlights the modular skeleton shared by structure and function

(2015) Ibai Diez et al.   Scientific Reports

Progression of brain atrophy in the early stages of Parkinson's disease: A longitudinal tensor-based morphometry study in de novo patients without cognitive impairment

(2014) Carlo Tessa et al.   HUMAN BRAIN MAPPING

Montreal Cognitive Assessment for the screening and prediction of cognitive decline in early Parkinson's disease

(2014) Nagaendran Kandiah et al.   PARKINSONISM & RELATED DISORDERS

Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging

(2013) R. Prashanth et al.   EXPERT SYSTEMS WITH APPLICATIONS

Exploratory analysis of neuropsychological and neuroanatomical correlates of progressive mild cognitive impairment in Parkinson's disease

(2013) J. E. Lee et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Local Diffusion Homogeneity (LDH): An Inter-Voxel Diffusion MRI Metric for Assessing Inter-Subject White Matter Variability

(2013) Gaolang Gong   PLoS One

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

(2013) Mingrui Xia et al.   PLoS One

Individual Detection of Patients with Parkinson Disease using Support Vector Machine Analysis of Diffusion Tensor Imaging Data: Initial Results

(2012) S. Haller et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

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

(2012) Dan Long et al.   PLoS One

The Parkinson Progression Marker Initiative (PPMI)

(2011) Kenneth Marek et al.   PROGRESS IN NEUROBIOLOGY

Task force report on scales to assess dyskinesia in Parkinson's disease: Critique and recommendations

(2010) Carlo Colosimo et al.   MOVEMENT DISORDERS