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To more generally compare performance of a combination of markers with a single marker, we need to compare ROC curves.
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Without markers, we need to use a markerless technique, and in the past this has generally meant manual digitisation of video footage.
So that's when it became clear to me that, in addition to the markers, we needed to be talking about a space, a bigger, deeper, richer space.
To determine how significant the association at each marker is, we need to compute the p-value at that marker.
To obtain k kernels for marker data, we need k possibly nested or overlapping subsets of the marker set.
"I put down a marker that we need a rigorous settlement".
"This is a new, different age marker, and we need to check it as well as we can," she says.
So, using equation (7) for g1 and writing g2= T2 α, the model for the phenotypic values becomes: 14 15 To construct the matrix T2 of centered marker covariates, we need to know the value of E(M2)= 1 k′, where the row vector k′ is the vector of expected values of marker covariates for a random animal in the absence of selection.
Because myoepithelial cells, epithelial to mesenchymal transition-derived cells, genuine stromal cells and myofibroblasts share common markers, we now need to define a more ambitious set of markers to distinguish these cell types in the microenvironment of the tumors.
To use pathway-based markers in classification, we need a way to infer the activity of a given pathway based on the expression levels of the constituent genes.
In order to develop effective preventive strategies and diagnostic tests and markers for preeclampsia, we need to increase our understanding of the complex pathophysiology of this disease.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com