A CLIP-style multimodal model with image-tabular matching achieves modest AUC gains over unimodal baselines for pre-stroke stroke risk prediction on a small UK Biobank test set.
Projected Global Trends in Ischemic Stroke Incidence, Deaths and Disability- Adjusted Life Years From 2020 to 2030
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Advancing Stroke Risk Prediction Using a Multi-modal Foundation Model
A CLIP-style multimodal model with image-tabular matching achieves modest AUC gains over unimodal baselines for pre-stroke stroke risk prediction on a small UK Biobank test set.