Concepedia

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

Dan Long, Jinwei Wang, Min Xuan, Quanquan Gu, Xiaojun Xu, De-Xing Kong, Minming Zhang

PLoS ONE · 2012 · 169 citations · 52 references

Open access

Abstract

This method demonstrates a promising diagnosis performance by the integration of information from a variety of imaging modalities, and it shows potential for improving the clinical diagnosis and treatment of PD.

References

52

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 26.9K citations

Generalization Theory, Engineering, Machine Learning +10

Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

N. Tzourio-Mazoyer, Brigitte Landeau, Dimitri Papathanassiou et al. · NeuroImage · 2002 · 16.5K citations · Full text

Automated Anatomical Labeling, Neuroimaging Biomarkers, Neuroimaging Modality +14

Accuracy of clinical diagnosis of idiopathic Parkinson's disease: a clinico-pathological study of 100 cases.

Andrew Hughes, S. E. Daniel, Linda Kilford et al. · Journal of Neurology Neurosurgery & Psychiatry · 1992 · 10.3K citations · Full text

Functional connectivity in the motor cortex of resting human brain using echo‐planar mri

Bharat B. Biswal, F. Zerrin Yetkin, Victor M. Haughton et al. · Magnetic Resonance in Medicine · 1995 · 10K citations

Brain Mapping, Low Frequency Fluctuations, Brain Organization +20

The human brain is intrinsically organized into dynamic, anticorrelated functional networks

Michael Fox, Abraham Z. Snyder, Justin L. Vincent et al. · Proceedings of the National Academy of Sciences · 2005 · 8.7K citations · Full text

Brain Function, Brain Organization, Attention +21