Building a POMDP for recommending lung cancer screening procedures

Principal Investigator

Name
Maya Bedge

Degrees
B.S.

Institution
Stanford University

Position Title
Student

Email
mbedge@stanford.edu

About this CDAS Project

Study
NLST (Learn more about this study)

Project ID
NLST-1018

Initial CDAS Request Approval
Feb 27, 2023

Title
Building a POMDP for recommending lung cancer screening procedures

Summary
We are students at Stanford University enrolled in CS238, Decision Making under Uncertainty. We are looking to build a partially observable Markov decision process in order to better recommend lung cancer screening for different patients.

Aims

- build a partially observable Markov decision process for lung cancer data

Collaborators

Simrin Kalkat, Koye Alagbe