Deep learning model enables accurate and scalable drug-drug interaction prediction

Managing complex medical conditions often requires the simultaneous use of multiple different drugs, referred to as polypharmacy. While necessary, this significantly increases the risk of drug-drug ...

As wildfires intensify, researchers test if AI can improve fire spread prediction

With wildfires growing more destructive both in the United States and around the world, University at Buffalo researchers have conducted one of the most extensive evaluations to date of artificial ...
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A domain generalization method for EEG based on domain-invariant feature and data augmentation

(A) Overall structure of the model. MLP, multilayer perceptron. (B) Structure of the time encoder module. (C) Structure of the channel encoder module. BN, batch normalization. “Domain bias caused by ...
IEEE

Local–Global Spectral Feature-Aware Learning for Hyperspectral Imagery Classification

Abstract: Effective modeling of the relationship between local spectral details and global contextual information remains a core challenge in hyperspectral image (HSI) classification. In this article, ...
IEEE

Learning a Physical-Aware Diffusion Model Based on Transformer for Underwater Image Enhancement

Abstract: Underwater visuals undergo various complex degradations, inevitably influencing the efficiency of underwater vision tasks. Recently, diffusion models were employed for underwater image ...