The datasets that appear in publications are curated and have been split into training, testing and validation sub-datasets by domain experts.Consequently, machine learning models typically WAFFLE MIX perform well on such split-by-hand prepared datasets.Whereas preparing real-world datasets into curated split training, testing and validation sub-da
The grey wolf optimizer (GWO) algorithm is a recently developed, novel, population-based optimization technique that is inspired by the hunting mechanism of grey wolves.The GWO algorithm has some distinct advantages, such as few algorithm parameters, strong global optimization ability, and ease of implementation on a computer.However, the paramount
Despite many well-documented benefits of the transvenous implantable cardioverter-defibrillator in appropriate patients, there is a strong preference today for subcutaneous implantable cardioverter-defibrillator (S-ICD) implantation due to the significant late complications associated with intravenous leads, especially in young patients.We report o
Orofacial clefting is amongst the most common of birth defects, with both genetic and environmental components.Although numerous studies Color Changing Cup have been undertaken to investigate the complexities of the genetic etiology of this heterogeneous condition, this factor remains incompletely understood.Here, we describe mutations in the HYAL2
Summary: We designed a massively parallel reporter assay (MPRA) in an Epstein-Barr virus transformed B cell line to directly characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease r