Newborn screening (NBS) for inborn metabolic disorders is a highly successful public health program that by design is accompanied by false-positive results.Here we trained a Random Forest machine learning classifier on screening data to improve prediction of true and false positives.Data included 39 metabolic analytes detected by tandem mass spectr
Identification of risk factors in patients with a particular disease can be analyzed in clinical data sets by using feature selection procedures of pattern recognition and data mining methods.The applicability of the relaxed linear separability (RLS) method of Electronic Speed Controllers feature subset selection was checked for high-dimensional an
Identification and interpretation of pathologies in the fossil record allows for unique insights into the life histories of extinct organisms.However, the rarity of such finds limits not only the sample size for palaeopathologic studies, but also the types of analyses that may be performed.In this study, we present the first occurrence of a palaeop
Tissue dehydration results in three major types of exsiccosis--hyper-, hypo-, or isonatraemia.All three types entail alterations of salt concentrations leading to impaired biochemical processes, and can finally cause severe morbidity.The aim of our study was to demonstrate the feasibility of a microwave-based sensor technology for the non-invasive
Traditional Chinese martial arts have a long history.In terms of cultural positioning, traditional martial arts have two main functions, namely, to promote patriotism and to Universal Magnetic Drain Pump provide opportunities for commercial exploitation.These are primarily reflected in the combat style and the expressive nature of traditional marti