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Rapid species-level metagenome profiling and containment estimation with sylph

Sketched k-mer representationWe represent our sequences and genomes in terms of k-mers. We do not use all available k-mers in our sequences. Instead, we...

Optimized classification of diabetes using dynamic waterwheel plant optimization algorithm

DatasetThe publicly available diabetes dataset on Kaggle contains information essential for studying and analyzing the factors and features associated with diabetes. The tested dataset...

Bio-inspired feature selection for early diagnosis of Parkinson’s disease through optimization of deep 3D nested learning

This section outlines the methodology and the algorithmic tools used in this proposed work with a focus on the collection of datasets, the development...

Multi-omics analysis identifies BCAT2 as a potential pan-cancer biomarker for tumor progression and immune microenvironment modulation

The genetic alteration of BCAT2Understanding that genetic alterations and epigenetic modifications can trigger abnormal gene expression, we began our analysis with BCAT2 alterations across...

Orthopedic disease classification based on breadth-first search algorithm

Orthopedic diseases are widespread worldwide, impacting the body’s musculoskeletal system, particularly those involving bones or hips. They have the potential to cause discomfort and...

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