Derivation and External Validation of Machine Learning-Based Model for Detection of Pancreatic Cancer.

Wansu ChenYichen ZhouFagen XieRebecca K ButlerChristie Y JeonTiffany Q LuongBotao ZhouYu-Chen LinEva LustigovaJoseph R PisegnaSungjin KimBechien U Wu

Published in: The American journal of gastroenterology (2022)

Using widely available parameters in electronic health records, we developed and externally validated parsimonious machine learning-based models for detection of PC. These models may be suitable for real-time clinical application.

Keyphrases

machine learning
electronic health record
loop mediated isothermal amplification
artificial intelligence
real time pcr
label free
big data
clinical decision support
adverse drug