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nRCFV: a new, dataset-size-independent metric to quantify compositional heterogeneity in nucleotide and amino acid datasets
MotivationCompositional heterogeneity—when the proportions of nucleotides and amino acids are not broadly similar across the dataset—is a cause of a...
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Modelling dataset bias in machine-learned theories of economic decision-making
Normative and descriptive models have long vied to explain and predict human risky choices, such as those between goods or gambles. A recent study...
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A multi-tissue gene expression dataset for hibernating brown bears
ObjectivesComplex physiological adaptations often involve the coordination of molecular responses across multiple tissues. Establishing...
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Transformative Deep Neural Network Approaches in Kidney Ultrasound Segmentation: Empirical Validation with an Annotated Dataset
Kidney ultrasound (US) images are primarily employed for diagnosing different renal diseases. Among them, one is renal localization and detection,...
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Patterns in Body Size
We discuss several patterns and processes related to body size variation in this chapter. Body size is one of the most important macroecological...
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SpikeBALL: Neuromorphic Dataset for Object Tracking
Most of widely used datasets are not suitable for Spiking Neural Networks (SNNs) due to the need to encode the static data into spike trains and then...
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Deep Learning for Parkinson’s Disease Severity Stage Prediction Using a New Dataset
Parkinson’s Disease (PD) is a progressive neurological disorder affecting the Basal Ganglia (BG) region in the mid-brain producing degeneration of...
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Existing dataset suggests lakes in agricultural watersheds are warming faster than urban or forested lakes
Lake temperatures are important drivers of ecological and ecosystem processes, including influencing organism physiology and biogeochemical rates....
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TBGA: a large-scale Gene-Disease Association dataset for Biomedical Relation Extraction
BackgroundDatabases are fundamental to advance biomedical science. However, most of them are populated and updated with a great deal of human effort....
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ddRAD-seq generated genomic SNP dataset of Central and Southeast European Turkey oak (Quercus cerris L.) populations
Turkey oak ( Quercus cerris L.) is one of the most ecologically and economically significant deciduous tree species in the Central and Southeast...
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Measurement model: a generic model for size measurement of aquatic products using instance segmentation
In aquaculture, aquatic product size is an important indicator of the condition of aquatic products, but the current aquatic product size measurement...
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The gut microbiome-metabolome dataset collection: a curated resource for integrative meta-analysis
Integrative analysis of microbiome and metabolome data obtained from human fecal samples is a promising avenue for better understanding the interplay...
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Machine vision-based estimation of body size and weight of pearl gentian grouper
Monitoring and evaluating fish growth and health relies on accurate aquaculture body size and weight data. Pearl’s gentian grouper has tender flesh...
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Sample size determination for training set optimization in genomic prediction
Key messageA practical approach is developed to determine a cost-effective optimal training set for selective phenoty** in a genomic prediction...
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Clutch size but not egg size associates with migration distance in South American land birds
The association between migratory strategies and life-history traits helps explain how migratory organisms balance the energetic costs and survival...
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Evaluation of a decided sample size in machine learning applications
BackgroundAn appropriate sample size is essential for obtaining a precise and reliable outcome of a study. In machine learning (ML), studies with...
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Understanding the influence of tree size distribution on the CTL harvesting productivity of two different size harvesting machines
Tree size is one of the major factors that determines harvester productivity and is heavily influenced by forest managerial activities. Stand...
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A high-performance computational workflow to accelerate GATK SNP detection across a 25-genome dataset
BackgroundSingle-nucleotide polymorphisms (SNPs) are the most widely used form of molecular genetic variation studies. As reference genomes and...
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Large-scale omics dataset of polymer degradation provides robust interpretation for microbial niche and succession on different plastisphere
While biodegradable polymers have received increased attention due to the recent marine plastic problem, few studies have compared microbiomes and...
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Prey size spectra and predator to prey size ratios of southern ocean salps
Salp grazing is important in sha** planktonic food-web structure. However, little is known about the size ranges of their prey in the field or how...
