Journal article

A Review on Human-AI Interaction in Machine Learning and Insights for Medical Applications

Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH | MDPI | Published : 2021

Abstract

OBJECTIVE: To provide a human-Artificial Intelligence (AI) interaction review for Machine Learning (ML) applications to inform how to best combine both human domain expertise and computational power of ML methods. The review focuses on the medical field, as the medical ML application literature highlights a special necessity of medical experts collaborating with ML approaches. METHODS: A scoping literature review is performed on Scopus and Google Scholar using the terms "human in the loop", "human in the loop machine learning", and "interactive machine learning". Peer-reviewed papers published from 2015 to 2020 are included in our review. RESULTS: We design four questions to investigate and ..

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