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We therefore focused on patients with high risk MDS including refractory anemia with excess blasts I or II (RAEB-I, RAEBII)—both of which carry a high likelihood of transforming to AML, but do not possess the pathological features of AML.
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The transform is estimated to maximize the likelihood of the transformed coefficients given a model of clean speech coefficients.
An intuitive explanation of the cost function is that we want the likelihood of the transformed features on the clean reference model Λ to be high.
Logistic regression applies maximum likelihood estimation after transforming the dependent into a logit variable (the natural log of the odds of the dependent occurring or not).
Furthermore, a maximum likelihood linear transform (MLLT) is applied to improve the separability of acoustic classes in the feature space.
The power transformation parameter, λ0, was obtained through a grid search by maximizing the log likelihood of the residual for the transformed response variable after removing the overall means.
Indeed, if Mr. Obama does become the first African-American nominee of a major party, the electoral landscape of the South could be transformed with the likelihood of strong turnout of black voters in Republican-leaning states like Georgia and Louisiana, which Mr. Obama carried this winter.
(Notice that since we are supposing the conditional normality of a transform of our data, we have to modify the likelihood according to the Jacobian of this transformation.
For students who have been struggling, these carefully timed prompts have the power to transform their thinking and enhance the likelihood of knowledge transfer occurring.
Mathew et al. reported that CDH patients who transformed from episodic migraine had a higher likelihood of hypertension [10].
For ease of clinical application, the present model could be transformed into an online calculator of the likelihood of detecting advanced colorectal neoplasia and used in mobile easy access media.
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CEO of Professional Science Editing for Scientists @ prosciediting.com