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The _Annual Review of Biomedical Data Science_, founded in 2018, is an annual publication that focuses on the rapidly evolving field of biomedical data science. It provides critical reviews, commentaries, and perspectives from leading researchers and experts in the field, covering topics such as data integration and analysis, machine learning, genomics, and precision medicine.