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Biomedical domain knowledge is inherently heterogeneous and stored in a variety of formats. A unified approach that simultaneously incorporates various knowledge sources is essential to manage this diversity. Traditional methods of sequential training with new knowledge sources are inefficient and risk losing previously integrated knowledge due to continuous model parameter adjustments.
JMIR AI 2024;3:e56932
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The overall objective of this study was to develop and implement a health care big data platform for a large hospital in China, with data governance as the core concept, to solve difficulties related to integration, calculation, storage, standardization, and security for multisource heterogeneous medical data.
JMIR Med Inform 2022;10(4):e36481
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