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cs.CV2026
OpenMAP-HIE: Pathology Informed Score-based Diffusion Model for Unsupervised Neonatal Hypoxic-Ischemic Encephalopathy Lesion Segmentation
Pengyu Kan, Craig Jones, Kenichi Oishi
Accurate localization of neonatal hypoxic--ischemic encephalopathy (HIE) lesions on apparent diffusion coefficient (ADC) images is clinically important but is limited by scarce exp…
cs.CV2025
OpenMAP-BrainAge: Generalizable and Interpretable Brain Age Predictor
Pengyu Kan, Craig Jones, Kenichi Oishi
Purpose: To develop an age prediction model which is interpretable and robust to demographic and technological variances in brain MRI scans. Materials and Methods: We propose a tra…