Results 11 to 20 of about 175,878 (142)

Evaluation of Odor Prediction Model Performance and Variable Importance according to Various Missing Imputation Methods

open access: yesApplied Sciences, 2022
The aim of this study is to ascertain the most suitable model for predicting complex odors using odor substance data that has a small number of data and a large number of missing data.
Do-Hyun Lee   +3 more
doaj   +1 more source

Bayesian Estimation of Disclosure Risks for Multiply Imputed, Synthetic Data

open access: yesThe Journal of Privacy and Confidentiality, 2014
Agencies seeking to disseminate public use microdata, i.e., data on individual records, can replace confidential values with multiple draws from statistical models estimated with the collected data.
Jerome P. Reiter   +2 more
doaj   +1 more source

Integration of Multimodal Data from Disparate Sources for Identifying Disease Subtypes

open access: yesBiology, 2022
Studies over the past decade have generated a wealth of molecular data that can be leveraged to better understand cancer risk, progression, and outcomes.
Kaiyue Zhou   +5 more
doaj   +1 more source

Evaluating the Accuracy of Imputation Methods in a Five-Way Admixed Population

open access: yesFrontiers in Genetics, 2019
Genotype imputation is a powerful tool for increasing statistical power in an association analysis. Meta-analysis of multiple study datasets also requires a substantial overlap of SNPs for a successful association analysis, which can be achieved by ...
Haiko Schurz   +9 more
doaj   +1 more source

Approaching Genetics Through the MHC Lens: Tools and Methods for HLA Research

open access: yesFrontiers in Genetics, 2021
The current SARS-CoV-2 pandemic era launched an immediate and broad response of the research community with studies both about the virus and host genetics.
Venceslas Douillard   +8 more
doaj   +1 more source

Optimizing Selection of the Reference Population for Genotype Imputation From Array to Sequence Variants

open access: yesFrontiers in Genetics, 2019
Imputation of high-density genotypes to whole-genome sequences (WGS) is a cost-effective method to increase the density of available markers within a population.
Adrien M. Butty   +9 more
doaj   +1 more source

Improving Cardiovascular Disease Prediction by Integrating Imputation, Imbalance Resampling, and Feature Selection Techniques into Machine Learning Model

open access: yesIJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2023
Cardiovascular disease (CVD) is the leading cause of death worldwide. Primary prevention is by early prediction of the disease onset. Using laboratory data from the National Health and Nutrition Examination Survey (NHANES) in 2017-2020 timeframe (N= 7 ...
Fadlan Hamid Alfebi, Mila Desi Anasanti
doaj   +1 more source

A ‘Chief Error’ of Protestant Soteriology: Sin in the Justified and Early Modern Catholic Theology

open access: yesPerichoresis: The Theological Journal of Emanuel University, 2020
Catholic theologians after Trent saw the Protestant teaching about the remnants of original sin in the justified as one of the ‘chief ’ errors of Protestant soteriology.
Gaetano Matthew T.
doaj   +1 more source

Enhancing water use efficiency in precision irrigation: data-driven approaches for addressing data gaps in time series

open access: yesFrontiers in Water, 2023
Real-time soil matric potential measurements for determining potato production's water availability are currently used in precision irrigation. It is well known that managing irrigation based on soil matric potential (SMP) helps increase water use ...
Mohammad Zeynoddin   +2 more
doaj   +1 more source

Comparing Methods to Select Candidates for Re-Genotyping to Impute Higher-Density Genotype Data in a Japanese Black Cattle Population: A Case Study

open access: yesAnimals, 2023
As optimization methods to identify the best animals for dense genotyping to construct a reference population for genotype imputation, the MCA and MCG methods, which use the pedigree-based additive genetic relationship matrix (A matrix) and the genomic ...
Shinichiro Ogawa   +3 more
doaj   +1 more source

Home - About - Disclaimer - Privacy