Automated assessment of the substantia nigra on susceptibility map-weighted imaging using deep convolutional neural networks for diagnosis of Idiopathic Parkinson's disease

Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease

(2020) Gabriel Solana-Lavalle et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Nigrosome 1 imaging: Technical considerations and clinical applications

(2019) Eung Yeop Kim et al.   BRITISH JOURNAL OF RADIOLOGY

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

(2018) James M. Brown et al.   JAMA Ophthalmology

Movement disorder society criteria for clinically established early Parkinson's disease

(2018) Daniela Berg et al.   MOVEMENT DISORDERS

Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection

(2018) Fang Liu et al.   RADIOLOGY

Initial diagnostic workup of parkinsonism: Dopamine transporter positron emission tomography versus susceptibility map-weighted imaging at 3T

(2018) Young Hee Sung et al.   PARKINSONISM & RELATED DISORDERS

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

Differential involvement of nigral subregions in idiopathic parkinson's disease

(2017) Young Hee Sung et al.   HUMAN BRAIN MAPPING

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Meta-analysis of dorsolateral nigral hyperintensity on magnetic resonance imaging as a marker for Parkinson's disease

(2017) Philipp Mahlknecht et al.   MOVEMENT DISORDERS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

(2017) Philippe M. Burlina et al.   JAMA Ophthalmology

Imaging of nigrosome 1 in substantia nigra at 3T using multiecho susceptibility map-weighted imaging (SMWI)

(2016) Yoonho Nam et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

MDS clinical diagnostic criteria for Parkinson's disease

(2015) Ronald B. Postuma et al.   MOVEMENT DISORDERS

A method for estimating and removing streaking artifacts in quantitative susceptibility mapping

(2015) Wei Li et al.   NEUROIMAGE

Comparison of 3T and 7T Susceptibility-Weighted Angiography of the Substantia Nigra in Diagnosing Parkinson Disease

(2014) M. Cosottini et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

The ‘Swallow Tail’ Appearance of the Healthy Nigrosome – A New Accurate Test of Parkinson's Disease: A Case-Control and Retrospective Cross-Sectional MRI Study at 3T

(2014) Stefan T. Schwarz et al.   PLoS One

MR Imaging of the Substantia Nigra at 7 T Enables Diagnosis of Parkinson Disease

(2014) Mirco Cosottini et al.   RADIOLOGY

Susceptibility map-weighted imaging (SMWI) for neuroimaging

(2013) Sung-Min Gho et al.   MAGNETIC RESONANCE IN MEDICINE

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS