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This article discusses the potential of big data and machine learning technologies in the field of biomedical science. It highlights the benefits of these technologies in understanding diseases, developing new drugs, and improving medical services, but also addresses challenges such as data security and accuracy. The article calls for original research and reviews in this area, with a focus on addressing these challenges.