Progression prediction of lung cancer using deep learning model

Principal Investigator

Name
Sunghoon Kwon

Degrees
Ph.D.

Institution
Seoul National University

Position Title
Professor

Email
skwon@snu.ac.kr

About this CDAS Project

Study
NLST (Learn more about this study)

Project ID
NLST-879

Initial CDAS Request Approval
Feb 2, 2022

Title
Progression prediction of lung cancer using deep learning model

Summary
We try to discover the progression marker that resides inside the lung cancer of pathological images in a data-driven way. For that, we use the interpretable deep learning model to predict the progression of lung cancer patients and summarize the specific features that our model heavily used for the prediction.

Aims

- Predict the progression status of lung cancer patients using a deep learning model
- Discover the image-based biomarker for the progression prediction of lung cancer

Collaborators

None