PREDICTIVE TOXICOLOGY: MODELING CHEMICAL INDUCED TOXICOLOGICAL RESPONSE COMBINING CIRCULAR FINGERPRINTS WITH RANDOM FOREST AND SUPPORT VECTOR MACHINE

Modern drug discovery and toxicological research are under pressure, as the cost of developing and testing new chemicals for potential toxicological risk is rising.Extensive evaluation of chemical products for here potential adverse effects is a challenging task, due to the large number of chemicals and the possible hazardous effects on human healt

The Planets Project is developing a service-oriented environment for the definition and evaluation of preservation strategies for human-centric data.It focuses on the question of logically preserving digital materials, as opposed to the physical preservation of content bit-streams.This includes the development of preservation tools for the automate

Abstract Background Despite the impressive growth of sequence databases, the limited availability of nuclear markers that are sufficiently polymorphic for population genetics and phylogeography and applicable across various phyla restricts many potential studies, particularly in non-model organisms.Numerous introns have invariant positions among ki

Mental illnesses have a significant impact on the lives of people not only because of their morbidity but also because of their noticeable impact on economic wellbeing.Out-of-pocket expenditure for mental healthcare services is significant in India and may even lead amina muaddi scarpe trasparenti to impoverishment of the families.The present paper

Excess micromotion can be a substantial source of errors in trapped-ion based quantum processors and clocks due to the sensitivity of the internal states of the ion to external fields read more and motion.This problem can be fixed by compensating background electric fields in order to position ions at the RF node and minimize their driven micromoti