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Big Data in Healthcare: Catalyzing Innovation in Personalized Medicine and Predictive Analytics

2024·0 Zitationen·AIJR ProceedingsOpen Access
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2

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2024

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Abstract

The integration of big data analytics in healthcare is driving a paradigm shift towards precision medicine and predictive analytics, revolutionizing how care is delivered and diseases are managed. This paper explores the transformative potential of big data in catalyzing innovation in personalized medicine by leveraging genomic, clinical, and environmental datasets to tailor treatments to individual patients. Additionally, it examines the role of predictive analytics in early disease detection, risk stratification, and optimizing operational efficiencies in healthcare systems. Through case studies and a review of recent advancements, the paper highlights the applications of big data in enhancing patient outcomes, reducing healthcare costs, and fostering innovation in drug discovery and public health initiatives. Despite its immense promise, the integration of big data into healthcare presents challenges related to data security, interoperability, and ethical considerations. Addressing these issues through robust frameworks and technological innovations is critical to realizing its full potential.

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Artificial Intelligence in HealthcareMachine Learning in HealthcareArtificial Intelligence in Healthcare and Education
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