Mohammad Ashraf Ottom

Deep Learning Analysis of Drug Reviews: Identifying Patient Conditions, Predicting Drug Ratings, and Sentiment Analysis

The findings indicate that deep learning models can effectively extract meaningful insights from unstructured patient-generated reviews and suggest that model effectiveness is task-dependent: RNNs excel at tasks that require sequential text understanding, such as condition identification and sentiment classification, w...