Validation of a survival prediction model in participants with lung cancer

Principal Investigator

Name
Hyungjin Kim

Degrees
M.D., Ph.D.

Institution
Seoul National University Hospital

Position Title
Clinical assistant professor

Email
khj.snuh@gmail.com

About this CDAS Project

Study
NLST (Learn more about this study)

Project ID
NLST-899

Initial CDAS Request Approval
Mar 24, 2022

Title
Validation of a survival prediction model in participants with lung cancer

Summary
External validation of artificial intelligence survival prediction models in participants with screening-detected and non-screening-detected lung cancer. The models will be developed outside this project. That is, the NLST data will be used for external validation, not for development. Discrimination and calibration will be evaluated.

Aims

To externally validate artificial intelligence survival prediction models using screening CT scans and/or clinical data in the NLST data.
To validate model performance in screening-detected lung cancers and non-screening-detected lung cancers, separately.

Collaborators

Jin Mo Goo, Seoul National University College of Medicine
Chang Min Park, Seoul National University College of Medicine
Soon Ho Yoon, Seoul National University Hospital