Exact(1)
T is a matrix composed of N terms and k singular vectors (or concepts onto which the documents load to varying degrees), S is a singular value matrix with k singular values along its diagonal, and D is a reduced document matrix composed of D documents and k singular vectors.
Similar(58)
Once matrix S has been calculated, we compute the reduced document matrix D = (S−1 TT X T.
In these experiments, the inclusion of the KD variants resulted in a reduced transfection efficiency documented by the diminished activity of the indicator β-galactosidase.
In text summarization a large collections of text documents are transformed to a reduced and compact text document, which represents the digest of the original text collections.
Together with the 4 year follow-up it appears likely that AdaPT may document a reduced incidence of diabetes.
To identify poor responders among women over the age of 40, it is however sufficient to document a reduced ovarian reserve, in the absence of ovarian stimulation.
Recently we have documented a reduced glomerular filtration rate (GFR) in living kidney donors (LKDs).
Some investigators documented a reduced fetal IL-6 and TNF α levels in growth restricted fetuses [ 51, 52], possibly due to impaired placental insufficiency.
Although earlier studies using FISH have documented a reduced frequency of BCR-ABL1+ mature B cells in CML CP, it has previously not been explored in detail how BCR1-ABL1 expression affects B-cell development in CML patients.
Prior studies have been limited to patients with cardiogenic shock and pulmonary edema and have provided conflicting results: data from the ADHERE registry documented a reduced mortality rate with respect to patients with pulmonary edema submitted to endotracheal intubation together with reduced length of hospital stay [ 43].
The long-term consequences of a stay in the ICU for physical and mental health are well documented, with a reduced quality-of-life post-discharge.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com