Develop a ChatGPT-style system for CT scan analysis
Receive CT scan images as input and ask various questions like generate natural language descriptions of the findings, such as abnormalities, tumor, etc.
Answer questions about the CT scan images, such as the location, size, shape, and severity of the findings, the possible causes and diagnoses etc.
Learn from feedback and corrections from the users and improve its accuracy and reliability over time.
The specific aims of this project are:
To collect and preprocess a large dataset of CT scan images and their corresponding natural language descriptions.
To evaluate the performance of the system in terms of accuracy, consistency, comprehensibility, informativeness, and user satisfaction.
Prof. Pengtao Xie - University of California, San Diego