Implications of artificial intelligence in disease diagnosis

Abstract

Artificial intelligence (AI) has a transformative impact in healthcare, aiding healthcare professionals in accurate and timely disease diagnosis. In this work, we present a comprehensive overview of AI and its various branches, emphasizing their significant roles in disease diagnosis. Collaborative efforts between researchers and healthcare professionals have led to the development of numerous techniques aimed at early disease prediction and diagnosis, thereby reducing potential harm to patients. We delve into the intricacies of diverse AI models, offering in-depth discussions of their real-world applications, all of which demonstrate exceptional accuracy. Within the subsections of this work, we also provide detailed insights into these models and address challenges related to ethical considerations, data usage, algorithm transparency, and interpretability.

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