Stacking Machine Learning Algorithms for Biomarker-Based Preoperative Diagnosis of a Pelvic Mass.

Reid Shaw Anna E LokshinMichael C MillerGeralyn Messerlian-LambertRichard G Moore

Published in: Cancers (2022)

Combining the measurement of three distinct biomarkers with the stacking of multiple ML classifiers into an ensemble can provide valuable preoperative diagnostic predictions for patients with a pelvic mass.

Keyphrases

machine learning
rectal cancer
patients undergoing
artificial intelligence
deep learning
big data
convolutional neural network
neural network