This article discusses the importance of post translational modifications (PTMs) in protein function and their role in various diseases. It also explores the potential of using PTMs as therapeutic targets. The authors provide a review of related work, an overview of the dataset used, and a deep dive into their feature engineering framework and end-to-end modeling. They also discuss the SHAP method for model explainability and present the outcomes of their experiments.
