ARTIFICIAL INTELLIGENCE IN DIAGNOSTIC PATHOLOGY: ADVANCEMENTS AND APPLICATIONS
Praveen BK · 2023
The chapter explores the rapid evolution of artificial intelligence within the field of diagnostic pathology, showcasing its potential to revolutionize patient care and advance precision medicine. The narrative delves into the applications and advancements of AI, particularly deep learning algorithms, in histomorphological analysis and disease diagnosis across various medical specialties. The integration of AI into pathology workflows, while presenting promising opportunities, also confronts challenges related to data privacy, interpretability, and seamless clinical integration. The discussion navigates through the concerns of pathologists being replaced by AI algorithms, emphasizing a nuanced perspective that positions AI as a complement to, rather than a replacement for, human expertise. By relieving pathologists of routine tasks, AI integration enhances efficiency, allowing focus on complex patient care aspects. The chapter also addresses the practical, financial, and regulatory hurdles faced by healthcare institutions in adopting AI solutions in pathology. Real-world applications and challenges in developing AI models for pathology are highlighted, offering insights into how these technologies impact disease diagnosis, prognosis, and therapy response assessment. The integration of AI algorithms into routine pathology practice not only promises enhanced diagnostic accuracy but also the discovery of novel disease markers, contributing to personalized patient care.The future prospects of AI in surgical pathology are discussed, envisioning enhanced diagnostic accuracy, personalized medicine, rapid teleconsultations, and integration with multi-omics data. The chapter concludes by emphasizing the collaborative partnership between pathologists and AI algorithms as essential for unlocking the full potential of this groundbreaking technology in surgical pathology. The transformative opportunity presented by AI in elevating patient care to new heights is highlighted, paving the way for a brighter and more innovative future in diagnostic pathology.