Back
Top 2%
13.9%
Top 0.4%
11.3%
Top 17%
6.1%
Top 4%
5.7%
Top 1%
5.7%
Top 50%
5.7%
Top 1%
4.8%
Top 4%
4.8%
Top 3%
4.8%
Top 1%
3.7%
Top 2%
2.0%
Top 2%
1.8%
Top 7%
1.8%
Top 5%
1.8%
Top 5%
1.8%
Top 3%
1.5%
Top 2%
1.5%
Top 1%
1.5%
Top 10%
1.3%
Top 97%
1.3%
Top 47%
0.9%
Top 6%
0.9%
Top 10%
0.9%
Top 14%
0.9%
Top 6%
0.9%
Top 6%
0.7%
Top 5%
0.7%
Top 6%
0.7%
Top 5%
0.7%
Top 20%
0.7%
Forecasting Alzheimer's Disease Progression with Deep Multimodal Learning: Integration of 3D MRI and Tabular Clinical Records via a Large Vision-Language Model
2026-01-13
neurology
Title + abstract only
View on medRxiv
Show abstract
BackgroundAccurate forecasting of Alzheimers Disease (AD) progression is critical for personalized patient management and clinical trial stratification. However, current predictive models often struggle to effectively integrate high-dimensional neuroimaging with longitudinal clinical data. We introduce AD-LLaVA-3D, a novel multimodal framework designed to bridge this gap by adapting large vision-language models for volumetric and temporal forecasting. MethodsWe leveraged the LLaVA-NeXT-Video ar...
Predicted journal destinations
1
Alzheimer's & Dementia
84 training papers
2
Human Brain Mapping
53 training papers
3
Nature Communications
483 training papers
4
npj Digital Medicine
85 training papers
5
Alzheimer's Research & Therapy
31 training papers
6
Scientific Reports
701 training papers
7
Journal of Alzheimer's Disease
31 training papers
8
Brain Communications
79 training papers
9
Brain
69 training papers
10
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
28 training papers
11
NeuroImage
36 training papers
12
Neurobiology of Aging
29 training papers
13
NeuroImage: Clinical
77 training papers
14
Neurology
38 training papers
15
Annals of Neurology
43 training papers
16
npj Parkinson's Disease
35 training papers
17
Journal of Alzheimer’s Disease
23 training papers
18
Frontiers in Aging Neuroscience
22 training papers
19
Frontiers in Neurology
74 training papers
20
PLOS ONE
1737 training papers
21
eLife
262 training papers
22
Movement Disorders
49 training papers
23
eBioMedicine
82 training papers
24
Nature Medicine
88 training papers
25
Journal of Neurology, Neurosurgery & Psychiatry
26 training papers
26
Frontiers in Neuroscience
29 training papers
27
Epilepsia
27 training papers
28
European Journal of Neurology
20 training papers
29
Scientific Data
30 training papers
30
PLOS Digital Health
88 training papers