2 papers
cs.CV2026
ActiveAugment: Online Active Learning for Augmentation Selection in Deep Learning
Noah Videcrantz, Mostafa Mehdipour Ghazi
Data augmentation is a cornerstone of deep learning pipelines, yet existing strategies treat it as a static, model-agnostic preprocessing step, either relying on expensive dataset-…
cs.CV2025
MRI Embeddings Complement Clinical Predictors for Cognitive Decline Modeling in Alzheimer's Disease Cohorts
Nathaniel Putera, Daniel Vilet Rodríguez, Noah Videcrantz +2
Accurate modeling of cognitive decline in Alzheimer's disease is essential for early stratification and personalized management. While tabular predictors provide robust markers of…