Progress in Cancer Treatment Through Precision Oncology With AI

Abstract

Precision oncology, a groundbreaking approach to cancer treatment, tailors therapeutic strategies based on the unique genetic and molecular characteristics of individual malignancies. This chapter examines the profound influence of artificial intelligence (AI) on precision oncology, showcasing sophisticated methods for analyzing data, identifying patterns, and creating prediction models. Beginning with an overview of precision oncology principles and the evolving cancer treatment landscape, the chapter addresses challenges in traditional methods and introduces AI as a catalyst for overcoming these obstacles. It extensively examines how AI aids in identifying crucial biomarkers, genetic mutations, and molecular aberrations, informing personalized treatment decisions. A significant portion of the chapter highlights AI-driven innovations in cancer diagnosis and prognosis. Integration of machine learning algorithms with genomic and imaging data demonstrates enhanced accuracy and speed in cancer detection and characterization.

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