Department of Biomedical Engineering, Columbia University, New York, USA
Mini Review
The Role of Machine Learning in Enhancing Biomedical Systems for Personalized Medicine
Author(s): Matt Donovan*
Machine Learning (ML) is revolutionizing biomedical systems, playing a pivotal role in advancing personalized medicine. By leveraging algorithms
that learn from and make predictions based on data, ML is transforming how healthcare is delivered, making it more tailored to individual needs
and improving overall outcomes. The integration of machine learning into biomedical systems has expanded the capabilities of personalized
medicine, enabling more precise diagnoses, customized treatments, and improved patient management. The journey of machine learning in
biomedical systems began with its application to large datasets, where traditional methods struggled to derive meaningful insights. Biomedical
data, which includes genetic information, clinical records, and imaging data, is often complex and voluminous. Traditional statistical methods,
while useful, often fall .. Read More»
DOI:
10.37421/2952-8526.2024.11.207
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