Biomedical Big Data Technologies, Applications, and Challenges for Precision Medicine: A Review.

ABSTRACT: The explosive growth of biomedical Big Data presents both significant opportunities and challenges in the realm of knowledge discovery and translational applications within precision medicine. Efficient management, analysis, and interpretation of big data can pave the way for groundbreaking advancements in precision medicine. However, the unprecedented strides in the automated collection of large-scale molecular and clinical data have also introduced formidable challenges in terms of data analysis and interpretation, necessitating the development of novel computational approaches. Some potential challenges include the curse of dimensionality, data heterogeneity, missing data, class imbalance, and scalability issues. This overview article focuses on the recent progress and breakthroughs in

SUBMITTER: Yang X 

PROVIDER: S-EPMC10784210 | biostudies-literature | 2024 Jan

REPOSITORIES: biostudies-literature