Does Peer Pressure Have The Same Effect On Intelligent Decision Support System As It Does On Human Decision Systems? Case Study: Fetal Ultrasound Movies

Abstract

The aim of this paper is to explore whether the peer pressure environment makes Artificial Intelligence machines behave just like humans do. We propose a two-step multi-participant intelligent decision support system that uses a committee of deep learning algorithms and soft voting classifier to classify fetal ultrasound morphology images. The formed intelligent decision support system is subjected to peer pressure when used to classify fetal ultrasound movies. The results show that in 82% cases the peer pressure environment makes the intelligent decision system take the correct decision.