Artificial intelligence in lung cancer screening: Detection, classification, prediction, and prognosis.

ABSTRACT:

Background

The exceptional capabilities of artificial intelligence (AI) in extracting image information and processing complex models have led to its recognition across various medical fields. With the continuous evolution of AI technologies based on deep learning, particularly the advent of convolutional neural networks (CNNs), AI presents an expanded horizon of applications in lung cancer screening, including lung segmentation, nodule detection, false-positive reduction, nodule classification, and prognosis.

Methodology

This review initially analyzes the current status of AI technologies. It then explores the applications of AI in lung cancer screening, including lung segmentation, nodule detection, and classification, and assesses the potential of AI in enhancing the sens

SUBMITTER: Quanyang W 

PROVIDER: S-EPMC10997848 | biostudies-literature | 2024 Apr

REPOSITORIES: biostudies-literature