Machine learning to optimize literature screening in medical guideline development.

Wouter HarmsenJanke de GrootAlbert HarkemaIngeborg van DusseldorpJonathan de BruinSofie van den BrandRens Van de Schoot

Published in: Systematic reviews (2024)

While active machine learning tools can accelerate the process of literature screening within guideline development, they can only work as well as the input given by human raters. Noisy labels make noisy machine learning.

Keyphrases

machine learning
artificial intelligence
systematic review
big data
endothelial cells
healthcare
deep learning