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Transcriptomics and machine learning predict diagnosis and severity of growth hormone deficiency

BACKGROUND. The effect of gene expression data on diagnosis remains limited. Here, we show how diagnosis and classification of growth hormone deficiency (GHD) can be achieved from a single blood sample using a combination of transcriptomics and random forest analysis. METHODS. Prepubertal treatment-...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:JCI Insight
मुख्य लेखकों: Murray, Philip G., Stevens, Adam, De Leonibus, Chiara, Koledova, Ekaterina, Chatelain, Pierre, Clayton, Peter E.
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: American Society for Clinical Investigation 2018
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC5928867/
https://ncbi.nlm.nih.gov/pubmed/29618660
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1172/jci.insight.93247
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