Revolutionizing Biometrics With AI-Enhanced X-Ray and MRI Analysis

Abstract

This chapter explores the innovative integration of artificial intelligence (AI) in enhancing biometric analysis through X-ray and MRI imaging. The recent advancements in AI and machine learning have opened new avenues in medical imaging, providing more accurate, efficient, and detailed analyses. The authors investigate how AI algorithms, particularly deep learning, can significantly improve the interpretation of X-ray and MRI scans for biometric purposes. The study focuses on developing an AI framework capable of identifying unique biometric markers from these imaging modalities. This approach aims to offer a more secure and reliable method for identity verification and medical diagnostics. This methodology involves training AI models with extensive datasets of X-ray and MRI images, incorporating feature extraction and pattern recognition techniques. The results demonstrate a marked improvement in accuracy and speed over traditional biometric systems.