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In this 8-year prospective cohort of 1386 type 2 diabetic patients, after excluding well known parameters predictive of DKD including urinary ACR, serum creatinine and drug use, we selected 673 patients with 17 clinical and 70 genetic attributes and performed extensive analyses using seven popular machine learning methods.
We excluded well-known genes if the AFAS probe design failed.
This property is satisfied by the cones (Gamma _k) for (kge 2), (but excludes the already well known quasilinear case when (k = 1)).
Hopf bifurcations for these perturbed models are obtained, excluding chaos which, as is well known, takes place in the unperturbed version.
The difficulty of excluding bias from observational studies is well known and the potential for confounding should be considered.
This was, however, expected since we excluded patients admitted with AKI, a population well known to be more severely ill.
Patients with kidney failure, shock or well known as allergic to magnesium sulfate were all excluded.
Vātsyāyana says: 'It is well known that the absence of those things which exist is excluded' (commentary to NS 2.2.10).
Excluding symmetries and trivial cases there are eleven such problems, and their complexity is well known.
Well, not too well known.
Twitter is well known.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com