Preprint Review Version 1 Preserved in Portico This version is not peer-reviewed

Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of Italian Research Community

Version 1 : Received: 17 July 2023 / Approved: 17 July 2023 / Online: 18 July 2023 (13:39:56 CEST)

A peer-reviewed article of this Preprint also exists.

Bottrighi, A.; Pennisi, M. Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community. Information 2023, 14, 513. Bottrighi, A.; Pennisi, M. Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community. Information 2023, 14, 513.

Abstract

Artificial Intelligence (AI) is becoming increasingly important, especially in the medical field. While AI has been used in medicine for some time, its growth in the last decade has been remarkable. Specifically, Machine Learning (ML) and Deep Learning (DL) techniques in medicine have been increasingly adopted thanks to the growing abundance of health-related data, improved suitability of such techniques for managing large data-sets, and more computational power. The Italian scientific community has been instrumental in advancing this research area. This article aims to conduct a comprehensive investigation of the ML and DL methodologies and applications used in medicine by the Italian research community in the last five years.

Keywords

Artificial Intelligence; Machine Learning; Medicine; Deep Learning

Subject

Computer Science and Mathematics, Artificial Intelligence and Machine Learning

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