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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Juan Liu

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Open access 2026

Dynamic changes in blood-derived inflammatory and bone metabolic markers for disease monitoring and prognostic assessment in multiple myeloma.

OBJECTIVE To investigate the clinical value of dynamic changes in inflammatory (NLR, PLR, LMR) and bone metabolic markers (β-CTX, PINP, BALP, serum calcium) before and after treatment for disease monitoring and prognosis in multiple myeloma (MM), and to validate these indicators in an independent cohort. METHODS A de...

Rui-Li Yuan, Jing-Jing Yin, Juan Liu et al. · 0 citations

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