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Methods Mol Biol. 2019;1959:261-273. doi: 10.1007/978-1-4939-9164-8_17.

PanelomiX for the Combination of Biomarkers.

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Swiss Institute of Bioinformatics, University of Basel, Biozentrum, Klingelbergstrasse, Basel, Switzerland.


Proteomics has allowed the discovery and validation of a massive number of biomarkers. However most of them suffer from insufficient specificity and sensitivity and therefore didn't translate to clinical practice. Combining biomarkers with different properties into panels can be an efficient way to bypass these limitations and facilitate the translation of biomarkers into clinical practice.


Biomarkers; Clinical study; Combination of biomarkers; Machine learning; Panel

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