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Data Mining and Knowledge Discovery

Akshat Shree Mishra, J. Vijaya

2024Advances in medical technologies and clinical practice book series25 citationsDOI

Abstract

This chapter proposal aims to explore the transformative potential of data mining and knowledge discovery in healthcare, focusing on optimizing healthcare computing systems, integrating technologies like AI and IoT, and emphasizing patient-centric care. It delves into precision medicine, disease pathways, and current trends in health and disease, while addressing concerns around privacy, biases, and responsible data use. The methodology includes a systematic review of healthcare computing systems and real-world case studies. The chapter advocates for interdisciplinary collaboration and ethical frameworks, concluding with a discussion on future directions and challenges to inspire a future of data-driven, patient-centered healthcare.

Topics & Concepts

Knowledge extractionComputer scienceData scienceData miningData Mining Algorithms and ApplicationsMachine Learning and Data ClassificationData Stream Mining Techniques
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