Final project investigating BERT used to classify patient medical records in Spring of 2022

SPRING 2022

This project was created as an end-of-term project for CS 221: Intro to Artificial Intelligence in the Spring of 2022. The project used patient message data from Stanford Medical Center and the code was written as a pair-programming team project, alongside Chris Moffit and Tran Le. Code is located in shared repo https://github.com/cgmoffitt/patient-message-classification.

Tools Used and Topics Learned:

• BERT
• Fine-tuning
• Clustering
• Data Processing
• Data Deidentification
• Pytorch
• Logistic Regression
• Model Fine-Tuning and Evaluation