Diagnosis melanoma with artificial intelligence systems: A meta-analysis study and systematic review.

ABSTRACT:

Background

One of the most promising and rapidly advancing research areas in recent years is using dermoscopic images for automatic diagnosis with artificial intelligence and machine learning methods.

Objectives

This study aimed to synthesize the existing studies for the clinical use of applications made with artificial intelligence methods and to summarize the predictive performance of deep learning and hybrid models-based algorithms in all these studies with a large-scale meta-analysis.

Method

The literature review was conducted between January 2006 and May 2024, and meta-analysis data were created by scanning the Web of Science (WOS), Scopus and MEDLINE databases. This study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) ch

SUBMITTER: Erturk Zararsız G 

PROVIDER: S-EPMC12553134 | biostudies-literature | 2025 Nov

REPOSITORIES: biostudies-literature