Early Colorectal Cancer Detected by Machine Learning Model Using Gender, Age, and Complete Blood Count Data.

Mark C HornbrookRan GoshenEran ChomanMaureen O'Keeffe-RosettiYaron KinarElizabeth G LilesKristal C Rust

Published in: Digestive diseases and sciences (2017)

ColonFlag® identifies individuals with tenfold higher risk of undiagnosed colorectal cancer at curable stages (0/I/II), flags colorectal tumors 180-360 days prior to usual clinical diagnosis, and is more accurate at identifying right-sided (compared to left-sided) colorectal cancers.

Keyphrases

machine learning
big data
genome wide
electronic health record
artificial intelligence
high resolution
dna methylation
young adults
mass spectrometry