Back

Bayesian network modeling of risk and prodromal markers of Parkinson's disease

2022-05-21 neurology Title + abstract only
View on medRxiv
Show abstract

Parkinsons disease (PD) is characterized by a long prodromal phase with a multitude of markers indicating an increased PD risk prior to clinical diagnosis based on motor symptoms. Current PD prediction models do not consider interdependencies of single predictors, lack differentiation by subtypes of prodromal PD, and may be limited and potentially biased by confounding factors, unspecific assessment methods and restricted access to comprehensive marker data of prospective cohorts. We used prosp...

Predicted journal destinations

1
npj Parkinson's Disease
35 training papers
#1 30.5%
2
Movement Disorders
49 training papers
Top 0.9% 11.7%
3
Scientific Reports
701 training papers
Top 24% 8.3%
4
Brain
69 training papers
Top 2% 6.4%
5
Brain Communications
79 training papers
Top 4% 4.4%
6
Annals of Neurology
43 training papers
Top 2% 4.4%
7
Parkinsonism & Related Disorders
16 training papers
Top 0.8% 3.0%
8
PLOS ONE
1737 training papers
Top 91% 2.1%
9
Frontiers in Neurology
74 training papers
Top 9% 1.7%
10
npj Digital Medicine
85 training papers
Top 12% 1.7%
11
Neurobiology of Aging
29 training papers
Top 3% 1.6%
12
Alzheimer's & Dementia
84 training papers
Top 6% 1.4%
13
Nature Communications
483 training papers
Top 49% 1.3%
14
Epilepsia
27 training papers
Top 3% 1.1%
15
Journal of Neurology, Neurosurgery & Psychiatry
26 training papers
Top 6% 1.0%
16
Journal of Neurology
22 training papers
Top 5% 1.0%
17
Neurology
38 training papers
Top 7% 1.0%
18
Human Brain Mapping
53 training papers
Top 8% 1.0%
19
NeuroImage: Clinical
77 training papers
Top 10% 1.0%
20
Journal of Neural Engineering
19 training papers
Top 3% 1.0%
21
Brain Stimulation
27 training papers
Top 5% 0.8%
22
eLife
262 training papers
Top 52% 0.8%
23
Annals of Clinical and Translational Neurology
22 training papers
Top 5% 0.8%
24
Journal of Alzheimer's Disease
31 training papers
Top 5% 0.8%
25
NeuroImage
36 training papers
Top 6% 0.8%
26
Alzheimer's Research & Therapy
31 training papers
Top 5% 0.8%
27
Frontiers in Neuroscience
29 training papers
Top 5% 0.8%
28
Clinical Neurophysiology
19 training papers
Top 5% 0.5%