AI at the Crossroads of Healthcare: Revolutionizing Genomics, IVF, and Global Health Through Ethical Innovation — ICACNC 2025 | TechShield Publications
ICACNC 2025 · Conference Article

AI at the Crossroads of Healthcare: Revolutionizing Genomics, IVF, and Global Health Through Ethical Innovation

Authors: Dr. Malik Imtiaz Ahmad, Muhammad Bilal Ahmad

Abstract

Artificial intelligence (AI) is transforming healthcare through revolutionary advances in diagnostics, precision medicine, and global health equity. This study investigates AI’s groundbreaking applications across three pivotal areas: (1) genomic medicine, where AI-powered polygenic risk scoring and CRISPR gene editing are enabling personalized therapies; (2) reproductive medicine, with AI-driven embryo selection boosting IVF success rates by 15-30 percent; and (3) global health systems, where federated learning facilitates secure, cross-border medical collaborations while preserving patient privacy. Our research reveals critical challenges impeding AI’s potential: persistent algorithmic biases (particularly in genomic datasets where minority groups experience up to 40 percent lower accuracy), complex ethical quandaries in reproductive AI applications, and fragmented regulatory landscapes that hinder international implementation. To overcome these barriers, we present a comprehensive governance framework built on four foundational pillars: rigorous AI validation standards, compulsory ethical impact assessments, worldwide capability development programs, and harmonized regulatory policies. The study emphasizes the integration of explainable AI (XAI) methodologies to ensure algorithmic transparency and fairness. By bridging technical innovation with ethical considerations, we provide actionable strategies for healthcare practitioners, AI developers, and policymakers to responsibly implement AI solutions that advance medical science while upholding the highest standards of equity and patient welfare globally.

Artificial Intelligence Genomics In Vitro Fertilization (IVF) Global Health Ethical Innovation

Cite This Paper

M. I. Ahmad and M. B. Ahmad, “AI at the Crossroads of Healthcare: Revolutionizing Genomics, IVF, and Global Health Through Ethical Innovation,” Proc. Int. Conf. on AI, Cybersecurity, and Next-Gen Computing (ICACNC 2025), The Islamia University of Bahawalpur, Jun. 2025, doi: 10.67535/tsp.000001.004.