Discussion on machine learning technology to predict tacrolimus blood concentration in patients with nephrotic syndrome and membranous nephropathy in real-world settings

Discussion on machine learning technology to predict tacrolimus blood concentration in patients with nephrotic syndrome and membranous nephropathy in real-world settings

Abstract Background Given its narrow treatment window, high toxicity, adverse effects, and individual differences in its use, we collected and sorted data on tacrolimus use by real patients with kidney diseases. We then used machine learning technology to predict tacrolimus blood concentration in or...

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Bibliographic Details
Main Authors: Weijia Yuan, Lin Sui, Haili Xin, Minchao Liu, Huayu Shi
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Blood concentration prediction
Machine learning
Tacrolimus
Nephrotic syndrome
Membranous nephropathy
Online Access:https://doi.org/10.1186/s12911-022-02089-w

Internet

https://doi.org/10.1186/s12911-022-02089-w

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