Utility of machine learning in developing a predictive model for early-age-onset colorectal neoplasia using electronic health records.

Hisham HussanJing ZhaoAbraham K Badu-TawiahPeter StanichFred TabungDarrell GrayQin MaMatthew KaladySteven K Clinton

Published in: PloS one (2022)

Machine learning can predict CRC risk in adults aged 35-50 using EHR with improved discrimination. Further development of our model is needed, followed by validation in a primary-care setting, before clinical application.

Keyphrases

electronic health record
machine learning
primary care
artificial intelligence
clinical decision support
big data
high grade
deep learning