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stat.ME2025
Deep Generative Modeling with Spatial and Network Images: An Explainable AI (XAI) Approach
Yeseul Jeon, Rajarshi Guhaniyogi, Aaron Scheffler
This article addresses the challenge of modeling the amplitude of spatially indexed low frequency fluctuations (ALFF) in resting state functional MRI as a function of cortical stru…
stat.ME2025
Interpretable Deep Neural Network for Modeling Functional Surrogates
Yeseul Jeon, Rajarshi Guhaniyogi, Aaron Scheffler +2
Developing surrogates for computer models has become increasingly important for addressing complex problems in science and engineering. This article introduces an artificial intell…