NeuroBridge integrates self-supervised MRI pretraining with hippocampal tasks and gated fusion to reach 88.17% AD vs. CN accuracy on ADNI and 82.78% on OASIS, claiming gains over single-task methods with cross-cohort generalization.
Mild cognitive impairment: clinical characterization and outcome
2 Pith papers cite this work. Polarity classification is still indexing.
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Empirical comparison of graded MRI preprocessing levels for MAE and JEPA pretraining on brain scans shows moderate levels (P2) are often sufficient, with limited additional utility from stronger preprocessing on downstream tasks.
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How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models
Empirical comparison of graded MRI preprocessing levels for MAE and JEPA pretraining on brain scans shows moderate levels (P2) are often sufficient, with limited additional utility from stronger preprocessing on downstream tasks.