Category-specific features and valence in action-effect prediction: An EEG study
Sign Up to like & getrecommendations! Published in 2017 at "Biological Psychology"
DOI: 10.1016/j.biopsycho.2016.12.005
Abstract: Despite extensive research on action-effect anticipation, little attention has been paid to the anticipation of different attributes of an event. An action-effect is not only a sensory event; it is often also an event of… read more here.
Keywords: action effect; anticipation; effect prediction; action ... See more keywords
Recent Advances in Machine Learning Variant Effect Prediction Tools for Protein Engineering.
Sign Up to like & getrecommendations! Published in 2022 at "Industrial & engineering chemistry research"
DOI: 10.1021/acs.iecr.1c04943
Abstract: Proteins are Nature's molecular machinery and comprise diverse roles while consisting of chemically similar building blocks. In recent years, protein engineering and design have become important research areas, with many applications in the pharmaceutical, energy,… read more here.
Keywords: function; effect prediction; protein engineering; engineering ... See more keywords
Polypharmacy side-effect prediction with enhanced interpretability based on graph feature attention network
Sign Up to like & getrecommendations! Published in 2021 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btab174
Abstract: MOTIVATION Polypharmacy side effects should be carefully considered for new drug development. However, considering all the complex drug-drug interactions that cause polypharma-cy side effects is challenging. Recently, graph neural network (GNN) models have handled these… read more here.
Keywords: network; effect prediction; polypharmacy side; prediction ... See more keywords
The Effect of Prediction Error on Belief Update Across the Political Spectrum
Sign Up to like & getrecommendations! Published in 2021 at "Psychological Science"
DOI: 10.1177/0956797621995208
Abstract: Making predictions is an adaptive feature of the cognitive system, as prediction errors are used to adjust the knowledge they stemmed from. Here, we investigated the effect of prediction errors on belief update in an… read more here.
Keywords: prediction errors; belief update; prediction; effect prediction ... See more keywords
Treatment effect prediction with adversarial deep learning using electronic health records
Sign Up to like & getrecommendations! Published in 2020 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-020-01151-9
Abstract: Treatment effect prediction (TEP) plays an important role in disease management by ensuring that the expected clinical outcomes are obtained after performing specialized and sophisticated treatments on patients given their personalized clinical status. In recent… read more here.
Keywords: model; treatment; effect prediction; treatment effect ... See more keywords