The convergence of the two runs on each BI was ascertained by visual inspection of the log-likelihoods stationary distribution, discarding the first 25% sampled trees, as well as by checking that the final average standard deviation of split frequencies was below 0.05 and that the potential scale reduction factor (PSRF) for each parameter was close to 1.
In our research, we used the improved version of the N-gram model, namely adding padding characters (general spaces or whitespace) at the beginning of each bi-gram and tri-gram to increase the number of grams, improving the prediction accuracy of the models, as shown in Fig. 1.
The displacement of each Bi, u, was calculated from the centroid of their neighboring 12 oxygen atoms, and DCF was summed over the volume of the RMC supercell.
At least two key team members kept research diaries and a recorder kept minutes of each bi-weekly meeting about the challenges, discussions, reflections, and actions taken.
For instance, the relative ratios of each Bi-2SA isomer were calculated from the total amount of all the 3 isomers for both UV absorbance and SRM detection, and so forth.
Table 1 lists the absolute and relative frequencies of each BI-RADS category, the mean and standard deviation for the VTIQ values for both examiners and the histologic diagnoses of the examined benign and malignant breast lesions.
To evaluate the legitimization of up- or downgrading BI-RADS categories by adding VTIQ a larger study with a higher number of cases for each BI-RADS category is needed.
Smooth ROC curves were estimated on the basis of each of the BI-RADS and probability of cancer scales by using a proper binormal model [ 21, 22] in DBM MRMC software from the University of Chicago [ 23].
We estimated the PMI of each word and bi-gram in our vocabulary for each gender.
Amplicons of each sample was bi-directionally sequenced in 1/4th of full sequencing run (70×75 picotiter plate) with the exception of our 255 pooled adults that was sequenced in 1/8th.
