Can I read Medical Costs Prediction Using BERT and DRGs on EtoBox?

Medical Costs Prediction Using BERT and DRGs by pavithradarsini20051001 is a document available to read on EtoBox.

What is Medical Costs Prediction Using BERT and DRGs about?

This study presents a method for predicting individual medical costs by utilizing clinical notes and diagnosis-related groups (DRGs) through advanced machine learning techniques, achieving over 91% accuracy. The approach integrates Bidirectional Encoder Representations from Transformers (BERT) for text vectorization with Light Gradient Boosting Machine (LightGBM) and Random Forest Regression for precise cost estimation. This innovative model aims to enhance hospital resource management and improve the accur

Author

pavithradarsini20051001

Language

EN