Robust extraction of quantitative structural information from high-variance histological images of livers from necropsied Soay sheep
Sign Up to like & getrecommendations! Published in 2017 at "Royal Society Open Science"
DOI: 10.1098/rsos.170111
Abstract: Quantitative information is essential to the empirical analysis of biological systems. In many such systems, spatial relations between anatomical structures is of interest, making imaging a valuable data acquisition tool. However, image data can be… read more here.
Keywords: structural information; information; high variance; image ... See more keywords
High variance in quantification of Mycobacterium tuberculosis at low bacterial loads and with differentially detectable mycobacteria
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DOI: 10.1128/aac.01601-23
Abstract: ABSTRACT We examined the correlation between three different methods of Mycobacterium tuberculosis quantification: time to positivity (TTP), log10 CFU, and an assay to detect differentially detectable M. tuberculosis (DD Mtb) from three different prospective studies.… read more here.
Keywords: differentially detectable; quantification; high variance; tuberculosis ... See more keywords
Evaluating High-Variance Leaves as Uncertainty Measure for Random Forest Regression
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DOI: 10.3390/molecules26216514
Abstract: Uncertainty measures estimate the reliability of a predictive model. Especially in the field of molecular property prediction as part of drug design, model reliability is crucial. Besides other techniques, Random Forests have a long tradition… read more here.
Keywords: high variance; uncertainty; uncertainty measure; variance leaves ... See more keywords