Sample Size Analysis for Machine Learning Clinical Validation Studies.

Daniel M GoldenholzHaoqi SunWolfgang GanglbergerM Brandon Westover

Published in: Biomedicines (2023)

SSAML provides a formal expectation of precision and accuracy at a desired confidence level. SSAML is open-source and agnostic to data type and ML model. It can be used for clinical validation studies of ML models.

Keyphrases

machine learning
big data
case control
artificial intelligence
deep learning