Research graph
References from Baseline mood and non-motor symptom burden are associated with cognitive progression in Parkinson’s disease: an interpretable follow-up cohort analysis with separate neuroimaging, molecular, and digital analyses in independent samples. Local targets link to admitted publications; unresolved targets remain external evidence.
Parkinson disease-associated cognitive impairment
10.1038/s41572-021-00280-3 · 2021 · External reference
Machine learning for neuroimaging with scikit-learn
10.3389/fninf.2014.00014 · 2014 · External reference
Tracking whole-brain connectivity dynamics in the resting state
10.1093/cercor/bhs352 · 2014 · External reference
Detecting and monitoring the symptoms of Parkinson's disease using smartphones: a pilot study
10.1016/j.parkreldis.2015.02.026 · 2015 · External reference
NCBI GEO: archive for functional genomics data sets
10.1093/nar/gks1193 · 2013 · External reference
A component based noise correction method (CompCor) for BOLD and perfusion based fMRI
10.1016/j.neuroimage.2007.04.042 · 2007 · External reference
Controlling the false discovery rate
10.1111/j.2517-6161.1995.tb02031.x · 1995 · External reference
Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
10.1002/mrm.1910340409 · 1995 · External reference
Parkinson's disease
10.1016/s0140-6736(21)00218-x · 2021 · External reference
Mitochondrial dysfunction in Parkinson's disease
10.1111/jnc.13731 · 2016 · External reference
The mPower study, Parkinson disease mobile data collected using ResearchKit
10.1038/sdata.2016.11 · 2016 · External reference
Staging of brain pathology related to sporadic Parkinson's disease
10.1016/s0197-4580(02)00065-9 · 2003 · External reference
Non-motor symptoms of Parkinson's disease: dopaminergic pathophysiology and treatment
10.1016/s1474-4422(09)70068-7 · 2009 · External reference
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
10.7326/m14-0697 · 2015 · External reference
Lysosomal impairment in Parkinson's disease
10.1002/mds.25462 · 2013 · External reference
The emerging evidence of the Parkinson pandemic
10.3233/jpd-181474 · 2018 · External reference
Gene expression omnibus: NCBI gene expression and hybridization array data repository
10.1093/nar/30.1.207 · 2002 · External reference
Clinical diagnostic criteria for dementia associated with Parkinson's disease
10.1002/mds.21507 · 2007 · External reference
fMRIPrep: a robust preprocessing pipeline for functional MRI
10.1038/s41592-018-0235-4 · 2019 · External reference
Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
10.1038/nrn2201 · 2007 · External reference
Unresolved reference
2024 · External reference
100 years of Lewy pathology
10.1038/nrneurol.2012.242 · 2013 · External reference
Movement Disorder Society-sponsored revision of the unified Parkinson's disease rating scale (MDS-UPDRS): scale presentation and clinimetric testing results
10.1002/mds.22340 · 2008 · External reference
The neurobiological basis of cognitive impairment in Parkinson's disease
10.1002/mds.25857 · 2014 · External reference
The Sydney multicenter study of Parkinson's disease: the inevitability of dementia at 20 years
10.1002/mds.21956 · 2008 · External reference
Neuroinflammation in Parkinson's disease
10.1016/s1474-4422(09)70062-6 · 2009 · External reference
Dynamic functional connectivity: promise, issues, and interpretations
10.1016/j.neuroimage.2013.05.079 · 2013 · External reference
A new method for measuring daytime sleepiness: the Epworth sleepiness scale
10.1093/sleep/14.6.540 · 1991 · External reference
KEGG: Kyoto Encyclopedia of genes and genomes
10.1093/nar/28.1.27 · 2000 · External reference
Resting state MRI data from healthy control, Parkinson's disease with normal cognition, and Parkinson's disease with mild cognitive impairment cohorts
10.18112/openneuro.ds005892.v1.0.0 · 2025 · External reference
Measuring phase synchrony in brain signals
10.1002/(sici)1097-0193(1999)8:4<194::aid-hbm4>3.0.co;2-c · 1999 · External reference
Suitability of dysphonia measurements for telemonitoring of Parkinson's disease
10.1109/tbme.2008.2005954 · 2009 · External reference
Diagnostic criteria for mild cognitive impairment in Parkinson's disease: Movement Disorder Society task force guidelines
10.1002/mds.24893 · 2012 · External reference
Time-varying functional network information extracted from brief instances of spontaneous brain activity
10.1073/pnas.1216856110 · 2013 · External reference
The Montreal cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment
10.1111/j.1532-5415.2005.53221.x · 2005 · External reference
Nonparametric permutation tests for functional neuroimaging
10.1002/hbm.1058 · 2002 · External reference
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist
10.1038/s41591-020-1041-y · 2020 · External reference
The Parkinson progression marker initiative (PPMI)
10.1016/j.pneurobio.2011.09.005 · 2011 · External reference
Scikit-learn: machine learning in Python
2011 · External reference
Parkinson disease
10.1038/nrdp.2017.13 · 2017 · External reference
Serotonin in Parkinson's disease
10.1016/j.bbr.2014.07.037 · 2015 · External reference
The onset of nonmotor symptoms in Parkinson's disease: the ONSET PD study
10.1002/mds.26077 · 2015 · External reference
MDS clinical diagnostic criteria for Parkinson's disease
10.1002/mds.26424 · 2015 · External reference
Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion
10.1016/j.neuroimage.2011.10.018 · 2012 · External reference
Machine learning in medicine
10.1056/nejmra1814259 · 2019 · External reference
In vivo cholinergic basal forebrain atrophy predicts cognitive decline in de novo Parkinson's disease
10.1093/brain/awx310 · 2018 · External reference
Depression in Parkinson's disease: loss of dopamine and noradrenaline innervation in the limbic system
10.1093/brain/awh445 · 2005 · External reference
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
10.1038/s42256-019-0048-x · 2019 · External reference
Impact of in-scanner head motion on multiple measures of functional connectivity
10.1016/j.neuroimage.2011.12.063 · 2012 · External reference
Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI
10.1093/cercor/bhx179 · 2018 · External reference
Non-motor features of Parkinson disease
10.1038/nrn.2017.91 · 2017 · External reference
Molecular markers of early Parkinson's disease based on gene expression in blood
10.1073/pnas.0610204104 · 2007 · External reference
Statsmodels: econometric and statistical modeling with Python
10.25080/majora-92bf1922-011 · 2010 · External reference
Unresolved reference
1983 · External reference
Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles
10.1073/pnas.0506580102 · 2005 · External reference
Determinants of dopaminergic neuron loss in Parkinson's disease
10.1111/febs.14607 · 2018 · External reference
Systematic review of levodopa dose equivalency reporting in Parkinson's disease
10.1002/mds.23429 · 2010 · External reference
High-performance medicine: the convergence of human and artificial intelligence
10.1038/s41591-018-0300-7 · 2019 · External reference
Accurate telemonitoring of Parkinson's disease progression by noninvasive speech tests
10.1109/tbme.2009.2036000 · 2010 · External reference
Machine learning in the Parkinson's disease smartwatch dataset
10.1038/s41531-023-00625-7 · 2024 · External reference
Validation of the questionnaire for impulsive-compulsive disorders in Parkinson's disease
10.1002/mds.22571 · 2009 · External reference
The neuropsychiatry of Parkinson disease: a perfect storm
10.1016/j.jagp.2019.03.002 · 2019 · External reference
The organization of the human cerebral cortex estimated by intrinsic functional connectivity
10.1152/jn.00338.2011 · 2011 · External reference
Development and validation of a geriatric depression screening scale: a preliminary report
10.1016/0022-3956(82)90033-4 · 1982 · External reference
Network-based statistic: identifying differences in brain networks
10.1016/j.neuroimage.2010.06.041 · 2010 · External reference
