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A deployable film method to enable replicable sampling of low-abundance environmental microbiomes

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Microbiomes and human healthEnvironmental microbiomes, diverse and ecologically complex microbial communities associated with inhabitable spaces, interact with and impact human-associated microbiota and human health...

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Best practices for differential accessibility analysis in single-cell epigenomics

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Lack of consensus in single-cell DA analysisWe first sought to map the landscape of statistical methods that have been used to perform DA analysis....

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Multi-omic analysis identifies the molecular mechanism of hepatocellular carcinoma with cirrhosis

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Clinicopathologic characteristics of HCC patients with cirrhosisBased on the degrees of liver fibrosis, the patients in the TCGA-LIHC cohort were divided into five groups...

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A multi-task graph deep learning model to predict drugs combination of synergy and sensitivity scores | BMC Bioinformatics

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This section discusses the proposed MultiComb model to predict drug combinations’ synergy and sensitivity scores at a cell line. As mentioned before, the MultiComb...

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The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions

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DatasetsThe LUng Nodule Analysis 2016 dataset (Luna16) is a subset of the Lung Image Database Consortium (LIDC) dataset26, originally curated for medical image segmentation....

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Interpretable GWAS by linking clinical phenotypes to quantifiable immune repertoire components

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