An Integrative Nomogram for Identifying Early-Stage Parkinson's Disease Using Non-motor Symptoms and White Matter-Based Radiomics Biomarkers From Whole-Brain MRI

Radiomics from magnetic resonance imaging may be used to predict the progression of white matter hyperintensities and identify associated risk factors

(2020) Zhenyu Shu et al.   EUROPEAN RADIOLOGY

Introduction to Radiomics

(2020) Marius E Mayerhoefer et al.   JOURNAL OF NUCLEAR MEDICINE

Structural white matter alterations as compensatory mechanisms in Parkinson's disease: A systematic review of diffusion tensor imaging studies

(2020) Hossein Sanjari Moghaddam et al.   JOURNAL OF NEUROSCIENCE RESEARCH

Parkinson's Disease Diagnosis Using Neostriatum Radiomic Features Based on T2-Weighted Magnetic Resonance Imaging

(2020) Panshi Liu et al.   Frontiers in Neurology

Assessing White Matter Pathology in Early-Stage Parkinson Disease Using Diffusion MRI: A Systematic Review

(2020) Maurizio Bergamino et al.   Frontiers in Neurology

Prognosis and Neuropathologic Correlation of Clinical Subtypes of Parkinson Disease

(2019) Eduardo De Pablo-Fernández et al.   JAMA Neurology

Clinical applications of machine learning algorithms: beyond the black box

(2019) David S Watson et al.   BMJ-British Medical Journal

Radiomic Features of the Nigrosome-1 Region of the Substantia Nigra: Using Quantitative Susceptibility Mapping to Assist the Diagnosis of Idiopathic Parkinson's Disease

(2019) Zenghui Cheng et al.   Frontiers in Aging Neuroscience

Alterations in White Matter Network and Microstructural Integrity Differentiate Parkinson’s Disease Patients and Healthy Subjects

(2019) Nabin Koirala et al.   Frontiers in Aging Neuroscience

White matter alterations in early Parkinson’s disease: role of motor symptom lateralization

(2019) Laura Pelizzari et al.   NEUROLOGICAL SCIENCES

Use of radiomic features and support vector machine to distinguish Parkinson’s disease cases from normal controls

(2019) Yue Wu et al.   Annals of Translational Medicine

Longitudinal white matter microstructural change in Parkinson's disease

(2018) Vincent Pozorski et al.   HUMAN BRAIN MAPPING

White matter alterations in Parkinson’s disease with normal cognition precede grey matter atrophy

(2018) Ivan Rektor et al.   PLoS One

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study

(2018) Roger Sun et al.   LANCET ONCOLOGY

Machine Learning for Drug-Target Interaction Prediction

(2018) Ruolan Chen et al.   MOLECULES

Comprehensive MRI quantification of the substantia nigra pars compacta in Parkinson’s disease

(2018) H. Takahashi et al.   EUROPEAN JOURNAL OF RADIOLOGY

Evaluation of cerebrospinal fluid proteins as potential biomarkers for early stage Parkinson’s disease diagnosis

(2018) Marcia Cristina T. dos Santos et al.   PLoS One

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

Mitochondria-mediated damage to dopaminergic neurons in Parkinson's disease (Review)

(2017) Xiao‑Liang Liu et al.   INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE

Magnetic resonance imaging for the diagnosis of Parkinson’s disease

(2017) Beatrice Heim et al.   JOURNAL OF NEURAL TRANSMISSION

Clinical variables and biomarkers in prediction of cognitive impairment in patients with newly diagnosed Parkinson's disease: a cohort study

(2017) Anette Schrag et al.   LANCET NEUROLOGY

Cognitive and behavioral disorders in Parkinson’s disease: an update. II: behavioral disorders

(2017) Luigi Trojano et al.   NEUROLOGICAL SCIENCES

Olfactory Dysfunction as an Early Biomarker in Parkinson’s Disease

(2017) Michelle E. Fullard et al.   Neuroscience Bulletin

Premotor Diagnosis of Parkinson’s Disease

(2017) Heinz Reichmann   Neuroscience Bulletin

Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson’s Disease

(2017) Ehsan Adeli et al.   Scientific Reports

Texture-based classification of different single liver lesion based on SPAIR T2W MRI images

(2017) Zhenjiang Li et al.   BMC MEDICAL IMAGING

Effects of DBS in parkinsonian patients depend on the structural integrity of frontal cortex

(2017) Muthuraman Muthuraman et al.   Scientific Reports

Cognition in Patients With a Clinical Diagnosis of Parkinson Disease and Scans Without Evidence of Dopaminergic Deficit (SWEDD)

(2016) Kathryn A. Wyman-Chick et al.   Cognitive and Behavioral Neurology

Influence of regional iron on the motor impairments of Parkinson's disease: A quantitative susceptibility mapping study

(2016) Xiaojun Guan et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

CSF and blood biomarkers for the diagnosis of Alzheimer's disease: a systematic review and meta-analysis

(2016) Bob Olsson et al.   LANCET NEUROLOGY

Advanced magnetic resonance imaging of neurodegenerative diseases

(2016) Federica Agosta et al.   NEUROLOGICAL SCIENCES

Early-Stage Non–Small Cell Lung Cancer: Quantitative Imaging Characteristics of18F Fluorodeoxyglucose PET/CT Allow Prediction of Distant Metastasis

(2016) Jia Wu et al.   RADIOLOGY

Parkinson's disease

(2015) Lorraine V Kalia et al.   LANCET

Biomarkers of Parkinson’s disease: Present and future

(2015) Diane B. Miller et al.   METABOLISM-CLINICAL AND EXPERIMENTAL

State-dependent and trait-related gray matter changes in nonrefractory depression

(2015) Ling-Li Zeng et al.   NEUROREPORT

A ‘bird’s eye’ view on the current status and potential benefits of blood biomarkers for Parkinson’s disease

(2014) Michelle M Mielke et al.   Biomarkers in Medicine

Levodopa therapy for Parkinson's disease: Pharmacokinetics and pharmacodynamics

(2014) Peter A. LeWitt   MOVEMENT DISORDERS

Diffusion tensor imaging of nigral degeneration in Parkinson's disease: A region-of-interest and voxel-based study at 3T and systematic review with meta-analysis

(2013) Stefan T. Schwarz et al.   NeuroImage-Clinical

Axon degeneration in Parkinson's disease

(2012) Robert E. Burke et al.   EXPERIMENTAL NEUROLOGY

Contribution of routine brain MRI to the differential diagnosis of parkinsonism: a 3-year prospective follow-up study

(2011) Frederick J. A. Meijer et al.   JOURNAL OF NEUROLOGY

The Parkinson Progression Marker Initiative (PPMI)

(2011) Kenneth Marek et al.   PROGRESS IN NEUROBIOLOGY

Voxel-Based Morphometry and Voxel-Based Relaxometry in Parkinsonian Variant of Multiple System Atrophy

(2010) Loukia C. Tzarouchi et al.   JOURNAL OF NEUROIMAGING

Clinical efficacy of istradefylline (KW-6002) in Parkinson's disease: A randomized, controlled study

(2010) Yoshikuni Mizuno et al.   MOVEMENT DISORDERS

Computational anatomy with the SPM software

(2009) John Ashburner   MAGNETIC RESONANCE IMAGING