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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Principais autores:	Weijia Yuan, Lin Sui, Haili Xin, Minchao Liu, Huayu Shi
Format:	Artigo
Jezik:	Inglês
Izdano:	BMC 2022-12-01
Serija:	BMC Medical Informatics and Decision Making
Teme:	Blood concentration prediction Machine learning Tacrolimus Nephrotic syndrome Membranous nephropathy
Online dostop:	https://doi.org/10.1186/s12911-022-02089-w
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