Article
Hobotnica: exploring molecular signature quality.
F1000Research - 1 Jan 2021
Stupnikov Alexey, Sizykh Alexey, Budkina Anna, Favorov Alexander, Afsari Bahman, Wheelan Sarah, Marchionni Luigi, Medvedeva Yulia
Abstract excerpt
A Molecular Features Set (MFS), is a result of a vast diversity of bioinformatics pipelines. The lack of a "gold standard" for most experimental data modalities makes it difficult to provide valid estimation for a particular MFS's quality. Yet, this goal can partially be achieved by analyzing inner-sample Distance Matrices (DM) and their power to distinguish between phenotypes. The quality of a DM can be assessed...
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