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Neutralizing Antibody Sample Testing and Report Harmonization
Immunogenicity testing and characterization is an important part of understanding the immune response to administration of a protein therapeutic....
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Spatially-Varying Illumination-Aware Indoor Harmonization
In this paper, we address the problem of spatially-varying illumination-aware indoor harmonization. Existing image harmonization works either focus...
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Effect of data harmonization of multicentric dataset in ASD/TD classification
Machine Learning (ML) is nowadays an essential tool in the analysis of Magnetic Resonance Imaging (MRI) data, in particular in the identification of...
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Regulatory harmonization with the European Union: opportunity or threat to Moroccan firms?
This paper combines a database on non-tariff measures (NTMs) with Morocco’s firm-level census to explore the effect of regulatory harmonization with...
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European Tax Harmonization
Tax harmonization represents the process of adjusting different tax systems in different jurisdictions (usually different countries) to a common...
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Approaches to protocol standardization and data harmonization in the ECHO-wide cohort study
AbstractThe United States (U.S.) National Institutes of Health–funded Environmental influences on Child Health Outcomes (ECHO)-wide Cohort was...
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Patent law harmonization and international trade
Global harmonization of intellectual property rights (IPR) system is one of the major challenges in multilateral or regional trade negotiations. It...
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The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methods
PurposeThis study aimed to examine the robustness of positron emission tomography (PET) radiomic features extracted via different segmentation...
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Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets
Pooling publicly-available MRI data from multiple sites allows to assemble extensive groups of subjects, increase statistical power, and promote data...
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An exploratory in silico comparison of open-source codon harmonization tools
BackgroundNot changing the native constitution of genes prior to their expression by a heterologous host can affect the amount of proteins...
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Informing Harmonization Decisions in Integrative Data Analysis: Exploring the Measurement Multiverse
Combining datasets in an integrative data analysis (IDA) requires researchers to make a number of decisions about how best to harmonize item...
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From Symptomatology to Functioning - Applying the ICF to Autism Measures to Facilitate Neurodiversity-Affirmative Data Harmonization
PurposeA considerable number of screening and diagnostic tools for autism exist, but variability in these measures presents challenges to data...
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Preliminary report on harmonization of features extraction process using the ComBat tool in the multi-center “Blue Sky Radiomics” study on stage III unresectable NSCLC
Background and purposeIn the retrospective-prospective multi-center "Blue Sky Radiomics” study (NCT04364776), we plan to test a pre-defined radiomic...
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ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance
Accurately segmenting brain lesions in MRI scans is critical for providing patients with prognoses and neurological monitoring. However, the...
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Cognitive deficits, clinical variables, and white matter microstructure in schizophrenia: a multisite harmonization study
Cognitive deficits are among the best predictors of real-world functioning in schizophrenia. However, our understanding of how cognitive deficits...
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Characterization of the extracellular free water signal in schizophrenia using multi-site diffusion MRI harmonization
Studies applying Free Water Imaging have consistently reported significant global increases in extracellular free water (FW) in populations of...
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Multicenter data harmonization for regional brain atrophy and application in multiple sclerosis
BackgroundIn multiple sclerosis (MS), determination of regional brain atrophy is clinically relevant. However, analysis of large datasets is rare...
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Harmonization of design-based map** for spatial populations
The map** of a survey variable throughout a continuum or for finite populations of units is usually performed from a model-dependent perspective....
