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Building a POMDP for recommending lung cancer screening procedures

Principal Investigator
Name
Maya Bedge
Degrees
B.S.
Institution
Stanford University
Position Title
Student
Email
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