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Guo et al., 2020 - Google Patents

Machine learning distilled metabolite biomarkers for early stage renal injury

Guo et al., 2020

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Document ID
2029432932455749503
Author
Guo Y
Yu H
Chen D
Zhao Y
Publication year
Publication venue
Metabolomics

External Links

Snippet

Introduction With chronic kidney disease (CKD), kidney becomes damaged overtime and fails to clean blood. Around 15% of US adults have CKD and nine in ten adults with CKD do not know they have it. Objective Early prediction and accurate monitoring of CKD may …
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    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/68Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
    • G01N33/6893Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids related to diseases not provided for elsewhere
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    • G01N33/57407Specifically defined cancers
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