This study provides an open-source NLP pipeline that allows for text mining of narratively written clinical reports. Small sample sizes and class imbalance should not be considered as absolute ...

A novel natural language processing pipeline (NLP) may be able to help expedite the time-consuming process of gleaning this information from summaries. Researchers have developed a rule-based natural ...

We developed precompiled lexicons and classification rules as features for the following ML classifiers: logistic regression, random forest, and support vector machines (SVMs). These features were ...