DREAM: Drug-Drug Interaction Extraction with Enhanced Dependency Graph and Attention Mechanism.
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DOI: 10.1016/j.ymeth.2022.02.002
Abstract: Drug-drug interactions (DDIs) aim at describing the effect relations produced by a combination of two or more drugs. It is an important semantic processing task in the field of bioinformatics such as pharmacovigilance and clinical… read more here.
Keywords: extraction; drug drug; drug; dependency graph ... See more keywords
Confidence intervals for linear unbiased estimators under constrained dependence
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DOI: 10.1214/18-ejs1448
Abstract: www.stat.wisc.edu UW-Department of Statistics (608) 262-2598 We develop a general framework for conducting inference with linear unbiased estimators given constraints on observations' independence relations, in the form of a dependency graph. We establish the consistency… read more here.
Keywords: unbiased estimators; linear unbiased; dependency graph; intervals linear ... See more keywords