Back

Classifying Alzheimers Disease and Dementia Patients Using Non-invasive EEG Biomarkers

2024-10-04 neurology Title + abstract only
View on medRxiv
Show abstract

Researchers are currently exploring methods to detect early-stage Alzheimers Disease (AD) and other forms of dementia such as frontotemporal dementia (FTD), especially through non-invasive biomarkers, i.e., measurements that reflect biological processes. This paper utilizes a dataset of electroencephalogram (EEG) recordings, a noninvasive biomarker, to distinguish individuals with Alzheimers or frontotemporal dementia from healthy control subjects. This paper explores the usage of machine learni...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 15% 11.2%
2
PLOS ONE
1737 training papers
Top 62% 8.8%
3
Alzheimer's & Dementia
84 training papers
Top 3% 6.1%
4
Alzheimer's Research & Therapy
31 training papers
Top 0.8% 6.1%
5
Journal of Alzheimer's Disease
31 training papers
Top 0.8% 6.1%
6
Brain Communications
79 training papers
Top 3% 5.6%
7
Frontiers in Aging Neuroscience
22 training papers
#1 4.8%
8
Frontiers in Neurology
74 training papers
Top 5% 4.8%
9
Human Brain Mapping
53 training papers
Top 2% 3.7%
10
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
28 training papers
Top 1% 3.7%
11
Frontiers in Neuroscience
29 training papers
Top 0.5% 3.0%
12
npj Parkinson's Disease
35 training papers
Top 2% 1.8%
13
Epilepsia
27 training papers
Top 2% 1.8%
14
Brain
69 training papers
Top 7% 1.8%
15
Journal of Alzheimer’s Disease
23 training papers
Top 1% 1.8%
16
NeuroImage: Clinical
77 training papers
Top 7% 1.8%
17
Annals of Neurology
43 training papers
Top 5% 1.8%
18
Journal of Neural Engineering
19 training papers
Top 2% 1.5%
19
npj Digital Medicine
85 training papers
Top 13% 1.5%
20
NeuroImage
36 training papers
Top 4% 1.5%
21
Neurobiology of Aging
29 training papers
Top 3% 1.5%
22
Neurology
38 training papers
Top 6% 1.5%
23
Brain Stimulation
27 training papers
Top 3% 1.3%
24
eLife
262 training papers
Top 37% 1.3%
25
Clinical Neurophysiology
19 training papers
Top 3% 1.3%
26
European Journal of Neurology
20 training papers
Top 4% 1.1%
27
Parkinsonism & Related Disorders
16 training papers
Top 4% 0.9%
28
Journal of Neurology
22 training papers
Top 5% 0.9%
29
Journal of Neurology, Neurosurgery & Psychiatry
26 training papers
Top 6% 0.9%
30
Movement Disorders
49 training papers
Top 7% 0.9%