Protein Interaction Network Reconstruction with a Structural Gated Attention Deep Model by Incorporating Network Structure Information
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.1c00982
Abstract: Protein-protein interactions (PPIs) provide a physical basis of molecular communications for a wide range of biological processes in living cells. Establishing the PPI network has become a fundamental but essential task for a better understanding… read more here.
Keywords: gated attention; attention deep; information; network ... See more keywords
Target Tracking Subject to Intermittent Measurements Using Attention Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2022.3189949
Abstract: This letter presents a novel estimator and predictor framework for target tracking applications that estimates the pose of a mobile target that intermittently leaves the field-of-view (FOV) of a mobile agent’s camera. Specifically, the framework… read more here.
Keywords: tracking subject; target tracking; subject intermittent; target ... See more keywords
Cross-Attention and Deep Supervision UNet for Lesion Segmentation of Chronic Stroke
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.836412
Abstract: Stroke is an acute cerebrovascular disease with high incidence, high mortality, and high disability rate. Determining the location and volume of the disease in MR images promotes accurate stroke diagnosis and surgical planning. Therefore, the… read more here.
Keywords: cross attention; deep supervision; attention; stroke ... See more keywords