Artificial Intelligence Methods

Sidong Liu; Carlo Russo; Eric Suero Molina; Antonio Di Ieva

doi:10.1007/978-3-031-64892-2_3

Artificial Intelligence Methods

Adv Exp Med Biol. 2024:1462:21-38. doi: 10.1007/978-3-031-64892-2_3.

Authors

Sidong Liu^{1

2}, Carlo Russo³, Eric Suero Molina^{4

5

6}, Antonio Di Ieva^{4

6

7

8}

Affiliations

¹ Centre for Health Informatics, Macquarie University, Sydney, NSW, Australia. sidong.liu@mq.edu.au.
² Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia. sidong.liu@mq.edu.au.
³ Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia. carlo.russo@mq.edu.au.
⁴ Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia.
⁵ Department of Neurosurgery, University Hospital of Münster, Münster, Germany.
⁶ Macquarie Neurosurgery & Spine, MQ Health, Macquarie University Hospital, Sydney, NSW, Australia.
⁷ Department of Neurosurgery, Nepean Blue Mountains Local Health District, Kingswood, NSW, Australia.
⁸ Centre for Applied Artificial Intelligence, School of Computing, Macquarie University, Sydney, NSW, Australia.

PMID: 39523258
DOI: 10.1007/978-3-031-64892-2_3

Abstract

Artificial intelligence (AI) is at the forefront of driving pivotal changes across diverse fields. AI holds the potential to make profound impacts on addressing contemporary healthcare challenges. This chapter aims to provide an overview of AI methodologies, centering on the foundational principles of various AI techniques, their varied applications, and the challenges that arise within this dynamic field. Importantly, this chapter is crafted as a crucial primer for medical practitioners and students striving to connect sophisticated AI theories with their concrete applications.

Keywords: Artificial intelligence; Deep learning; Generative AI; Healthcare; Machine learning.

Publication types

Review

MeSH terms

Artificial Intelligence*
Humans
Machine Learning