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.
Structural imaging findings on non- enhanced computed tomography are severely underreported in the primary care diagnostic work-up of subjective cognitive decline
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NeuroBridge: Bridging Multi-Task MRI Knowledge for Neurodegenerative Disease Diagnosis
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.