TEPI: Taxonomy-aware Embedding and Pseudo-Imaging for Scarcely-labeled Zero-shot Genome Classification [PDF]
A species' genetic code or genome encodes valuable evolutionary, biological, and phylogenetic information that aids in species recognition, taxonomic classification, and understanding genetic predispositions like drug resistance and virulence. However, the vast number of potential species poses significant challenges in developing a general-purpose ...
arxiv
The new classes of the genetic algorithms are defined by nonassociative groupoids [PDF]
The genetic product of the groupoids, originating in the theory of DNA recombination, is introduced. It permits a natural generalization of the classical genetic algorithm. The full characterization of all three-element genetic groupoids gives an approach to construct the new classes of genetic algorithms.
arxiv
Risk and Protective Factors in Parkinsons Disease [PDF]
Understanding the risk and protective factors associated with Parkinsons disease (PD) is crucial for improving outcomes for patients, individuals at risk, healthcare providers, and healthcare systems. Studying these factors not only enhances our knowledge of the disease but also aids in developing effective prevention, management, and treatment ...
arxiv
Enhanced variable selection for boosting sparser and less complex models in distributional copula regression [PDF]
Structured additive distributional copula regression allows to model the joint distribution of multivariate outcomes by relating all distribution parameters to covariates. Estimation via statistical boosting enables accounting for high-dimensional data and incorporating data-driven variable selection, both of which are useful given the complexity of ...
arxiv
Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data [PDF]
Machine learning models have the potential to identify cardiovascular diseases (CVDs) early and accurately in primary healthcare settings, which is crucial for delivering timely treatment and management. Although population-based CVD risk models have been used traditionally, these models often do not consider variations in lifestyles, socioeconomic ...
arxiv
Genetic predisposition in sarcomas: clinical implications and management. [PDF]
Connolly EA+12 more
europepmc +1 more source
Frailty, genetic predisposition, and incident chronic kidney disease. [PDF]
Zou S+9 more
europepmc +1 more source
The Interplay of Genetic Predisposition, Circadian Misalignment, and Metabolic Regulation in Obesity. [PDF]
Halder SK, Melkani GC.
europepmc +1 more source
Genetic predisposition to vaccine-induced immune thrombotic thrombocytopenia. [PDF]
Arnold DM, Paré G, Nazy I.
europepmc +1 more source
Genetic predisposition to Behcet's disease mediated by a IL10RA enhancer polymorphism. [PDF]
Tan H+5 more
europepmc +1 more source