An Advanced Machine Learning Model for a Web-Based Artificial Intelligence-Based Clinical Decision Support System Application: Model Development and Validation Study.

ABSTRACT:

Background

Breast cancer is a leading global health concern, necessitating advancements in recurrence prediction and management. The development of an artificial intelligence (AI)-based clinical decision support system (AI-CDSS) using ChatGPT addresses this need with the aim of enhancing both prediction accuracy and user accessibility.

Objective

This study aims to develop and validate an advanced machine learning model for a web-based AI-CDSS application, leveraging the question-and-answer guidance capabilities of ChatGPT to enhance data preprocessing and model development, thereby improving the prediction of breast cancer recurrence.

Methods

This study focused on developing an advanced machine learning model by leveraging data from the Tri-Service General Hospital br

SUBMITTER: Lin TH 

PROVIDER: S-EPMC11411218 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature