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most citedProbabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

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eess.IV2026

Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion

Zahra Karimaghaloo, Dumitru Fetco, Haz-Edine Assemlal +2

Accurate longitudinal analysis of brain MRI is often hindered by evolving lesions, which bias automated neuroimaging pipelines. While deep generative models have shown promise in i…