Back
#1
25.1%
Top 7%
16.5%
Top 0.1%
10.5%
Top 0.7%
10.2%
Top 24%
4.7%
Top 0.3%
4.4%
Top 89%
3.2%
Top 6%
2.2%
Top 2%
2.2%
Top 2%
1.3%
Top 7%
1.1%
Top 16%
1.1%
Top 8%
1.1%
Top 50%
0.8%
Top 15%
0.8%
Top 0.9%
0.8%
Top 5%
0.8%
Top 13%
0.8%
Top 8%
0.5%
Top 8%
0.5%
Top 7%
0.5%
Top 23%
0.5%
Top 6%
0.5%
Top 17%
0.5%
DUNE: a versatile neuroimaging encoder captures brain complexity across three major diseases: cancer, dementia and schizophrenia
2025-02-25
radiology and imaging
Title + abstract only
View on medRxiv
Show abstract
Magnetic resonance images (MRI) of the brain exhibit high dimensionality that pose significant challenges for computational analysis. While models proposed for brain MRIs analyses yield encouraging results, the high complexity of neuroimaging data hinders generalizability and clinical application. We introduce DUNE, a neuroimaging-oriented encoder designed to extract deep-features from multisequence brain MRIs, thereby enabling their processing by basic machine learning algorithms. A UNet-based ...
Predicted journal destinations
1
Human Brain Mapping
53 training papers
2
Scientific Reports
701 training papers
3
NeuroImage
36 training papers
4
NeuroImage: Clinical
77 training papers
5
Nature Communications
483 training papers
6
Imaging Neuroscience
18 training papers
7
PLOS ONE
1737 training papers
8
Brain Communications
79 training papers
9
Alzheimer's Research & Therapy
31 training papers
10
Scientific Data
30 training papers
11
Computers in Biology and Medicine
39 training papers
12
npj Digital Medicine
85 training papers
13
Alzheimer's & Dementia
84 training papers
14
eLife
262 training papers
15
Nature Medicine
88 training papers
16
Cerebral Cortex
15 training papers
17
Journal of Alzheimer's Disease
31 training papers
18
PLOS Computational Biology
141 training papers
19
Annals of Neurology
43 training papers
20
Frontiers in Neuroscience
29 training papers
21
Neurobiology of Aging
29 training papers
22
PLOS Digital Health
88 training papers
23
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
28 training papers
24
eBioMedicine
82 training papers