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The principle of minimum cross-entropy provides a systematic approach to derive the posterior distribution of a random variable given a prior and additional information in terms of its product moments.
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At last, the introduction of more accurate prior information and additional adaptive prior knowledge constraints also enables quasi-cine CBCT imaging using extremely-limited angle projections.
MRI parameters were determined based on prior experience and additional test scans including quantitative T1 and T2* maps.
After adjustment for prior chemotherapy and additional chemotherapeutical agents, age and hypoalbuminaemia remained significant whereas smoking and elevated serum alkaline phosphatase concentrations were introduced as additional risk factors.
We implemented a method to annotate compounds in a computational framework that allows the introduction of prior knowledge and additional spectral information.
Occam's razor is implemented as the evidence is proportional to the volume occupied by the posterior relative to the volume occupied by the prior, and hence additional parameters expand the number of dimensions that the evidence must be computed over [ 11].
A key aspect, of this methodology, is the collection of students' feedback prior to lecture and additional detailed information on their learning progress.
In the review by Gupta and colleagues [ 123], age was the only prognostic factor for poor outcome, whereas time to surgery, the presence of brainstem signs prior to surgery, and additional infarction of the ACA or PCA territory were not associated with outcome.
Following (Beal et al., 2002), we define the prior of G i to be a biased Dirichlet Process DP i with base probability measure G0, concentration parameter β and additional prior weight α on state i.
If students wish to occupy rooms later than these dates, they must make prior arrangements with Housing & Residential Services and additional costs may be incurred.
Third, the findings illustrated that prior knowledge, personal interpretation and additional reasoning influenced the interpretation of graph data.
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