Machine Learning Ensemble Models In Thyroid Cancer Malignance Prediction And Treatment
Principal Investigator
Name
Jahid Hasan
Degrees
PhD, MS, BSc
Institution
North South University
Position Title
Professor
About this CDAS Project
Study
PLCO
(Learn more about this study)
Project ID
PLCO-1665
Initial CDAS Request Approval
Oct 7, 2024
Title
Machine Learning Ensemble Models In Thyroid Cancer Malignance Prediction And Treatment
Summary
We aim to develop a differentiated thyroid cancer malignance predictor and treatment and symptom alleviation protocol analyzer using an ensemble of machine-learning and deep-learning models.
Aims
1. Develop a thyroid cancer predicting tool using a machine-learning algorithm ensemble and deep-learning.
2. Analyze various thyroid cancer treatment protocols and potentially develop a treatment recommending system.
3. Compare the reliability and accuracy of various machine-learning algorithms with minimal resource usage.
Collaborators
None.