Building Blocks of AI

Ulas Bagci; Ismail Irmakci; Ugur Demir; Elif Keles

doi:10.1002/9781119790686.ch6

Building Blocks of AI

Ulas Bagci, Ismail Irmakci, Ugur Demir, Elif Keles

Radiology

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

In this chapter we review the basics, or the ‘building blocks’, of AI in clinical medicine. Since a significant proportion of the current applications of AI in medicine utilize imaging data, we describe the basics of AI using examples from radiology applications. We also briefly discuss new opportunities and key challenges of AI from a clinical standpoint.

Original language	English (US)
Title of host publication	AI in Clinical Medicine
Subtitle of host publication	A Practical Guide for Healthcare Professionals
Publisher	wiley
Pages	56-65
Number of pages	10
ISBN (Electronic)	9781119790686
ISBN (Print)	9781119790648
DOIs	https://doi.org/10.1002/9781119790686.ch6
State	Published - Jan 1 2023

Keywords

Artificial intelligence
Basics of deep learning
CNN
Data collection
Deep learning
Labelling
Medical artificial intelligence
Model evaluation
Optimization
Supervised learning

ASJC Scopus subject areas

General Medicine

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10.1002/9781119790686.ch6

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KW - Data collection

KW - Deep learning

KW - Labelling

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KW - Model evaluation

KW - Optimization

KW - Supervised learning

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Building Blocks of AI

Abstract

Keywords

ASJC Scopus subject areas

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