https://kaininghu.github.io/tag/machine-learning/ Machine Learning Wowchemy (https://wowchemy.com)en-usSun, 01 Jan 2023 00:00:00 +0000 https://kaininghu.github.io/media/icon_hu9246187806002616642.png https://kaininghu.github.io/tag/machine-learning/ https://kaininghu.github.io/project/eanmd/ Sun, 01 Jan 2023 00:00:00 +0000 https://kaininghu.github.io/project/eanmd/ <p>EANMD is a machine learning tool that uses XGBoost to predict alternative splicing events that trigger nonsense-mediated mRNA decay (NMD). It integrates sequence features and evolutionary conservation to classify NMD-targeted isoforms.</p> <p>Key features:</p> <ul> <li>XGBoost-based classification model</li> <li>Prediction of AS-NMD events from transcript features</li> <li>Integration of evolutionary and sequence-based features</li> <li>Applied in neurodevelopmental disorder research</li> </ul>