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Here, we expand the notion of the low accuracy and poor resolution between health and disease in linear DNAm clocks [23], with novel findings that explain why ML-trained EN predictors underperform in these tasks. Furthermore, our results show that hypothesis-driven feature selection and interpret...
The retention time of 8pCHG, HS, and the IS was 1.9min, 2.1min, and 3.0min, respectively, and the total run time of the assay was 5min. The method was validated by specificity, linearity, accuracy, and precision. For the determination of method robustness a number of chromatographic ...
What is the term used to describe the consistency of test scores? A. validity B. reliability/precision C. distribution D. standard deviation Is personality trait a nominal variable? If not, what kind of variable is it? Compare the value and accuracy of standardized and projective tests of per...
Accuracy and precision were controlled by replicate measurements of laboratory standards and were better than ±0.1‰. 4. Results 4.1. A δ238U record through the mid Ludfordian CIE The δ238U curves from the two studied carbonate successions show similar trends suggesting most of the variation ...
In practice, however, it is difficult to differentiate between states with high OAM numbers with high precision. Here we investigate the ability of deep neural networks to differentiate between states that contain large values of OAM. We show that such networks may be used to differentiate be- ...
00145, including accuracy, precision, recall, specificity, and F1 score, for DeepDDR.eEvaluation of DeepDDR on DM identification on HG00145. ROC (left) and PRC (right) of DeepDDR were shown to indicate its performance on DM identification. AUROC and AUPRC values of DeepDDR were included ...
Asian (n = 72) and African (n = 85) elephant tusks were scanned and we utilized the species differences in elemental composition to develop a functional model differentiating between species with high precision. Spatially, the majority of measured elements (n = 26) exhibited a ...
While the metabolite changes identified correlated with EDSS and MRI measures of neurodegeneration, their diagnostic accuracy is not known17,18. In CSF, a panel of 250 proteins has been identified which is able to distinguish between RRMS and progressive (SPMS and PPMS combined) MS with an ...
A real sample of tomato passata was used to study precision and accuracy of methods. Method LODs and LOQs were calculated according to the formula LOD=3⋅SDblank/b and LOQ=10⋅SDblank/b respectively, where SDblank is the standard deviation of ten consecutive determinations of method ...