Robust structured heterogeneity analysis approach for high‐dimensional data
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DOI: 10.1002/sim.9414
Abstract: Revealing relationships between genes and disease phenotypes is a critical problem in biomedical studies. This problem has been challenged by the heterogeneity of diseases. Patients of a perceived same disease may form multiple subgroups, and… read more here.
Keywords: heterogeneity; important genes; heterogeneity analysis; robust structured ... See more keywords
A Selection of Important Genes and Their Correlated Behavior in Alzheimer’s Disease
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DOI: 10.3233/jad-170799
Abstract: In 2017, approximately 5 million Americans were living with Alzheimer’s disease (AD), and it is estimated that by 2050 this number could increase to 16 million. In this study, we apply mathematical optimization to approach… read more here.
Keywords: alzheimer disease; genes correlated; disease selection; disease ... See more keywords
Comparison of Main Agronomic Traits and Identification of Important Genes in Japonica Rice Cultivars Grown in the Jianghuai Region
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DOI: 10.3390/agronomy15061409
Abstract: An exploration and understanding of cultivar adaptability to specific environmental conditions are critical in rice breeding. This study aimed to compare the agro-morphological data of 36 japonica rice cultivars (Oryza sativa L.) from Chinese rice… read more here.
Keywords: rice; important genes; rice cultivars; cultivars grown ... See more keywords