Prostate Cancer Detection

Principal Investigator

Name
Wui sheng Peng

Degrees
-

Institution
Temasek Polytechnic

Position Title
Student

Email
pengwuisheng@gmail.com

About this CDAS Project

Study
PLCO (Learn more about this study)

Project ID
PLCO-1781

Initial CDAS Request Approval
Jan 6, 2025

Title
Prostate Cancer Detection

Summary
In this project, I will develop machine learning model(s) to detect prostate cancer based on clinical and biological data

Aims

• Pre-process patient data (e.g., PSA levels, age, and biopsy results)
• Apply feature selection techniques to identify key predictors
• Build and train machine learning models (e.g., logistic regression, decision
trees, or SVM)
• Test model performance using cross-validation and validation datasets
• Compare the performance of machine learning models based on accuracy,
precision, and recall

Collaborators

Emmanuel Tjan