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Scaling Vision Transformers for Functional MRI with Flat Maps

A new model family (CortexMAE) trained using the masked autoencoder framework is introduced, and in this setting the CortexMAE family outperforms prior models by a large margin, and the first open evaluation suite (Brainmarks) for fMRI foundation models is released.

Connor Lane, Mihir Tripathy, L. Murali et al. · 5 citations · ⚡1
Open access Jul 2026

Legacy hexaconazole and tricyclazole residues hinder organic transition in paddy rice cultivation

Legacy pesticide contamination poses a critical barrier to organic certification of conventional rice farms. This 3‐year study (2021–2023) investigated hexaconazole and tricyclazole persistence in paddy soil, water, rice aboveground biomass (AGB), and grain following foliar application of a premixed formulation to...

Suin Cho, Hye‐In Joe, Tae‐Hwa Kim et al. · 0 citations

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