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There is no universal classification of drug induced-lung disease.
Classification of drug candidates based on their biopharmaceutical properties can provide an indication of the difficulty of drug development works.
Several studies using routine clinical data have reported associations between antipsychotics and CVD but potential confounding factors and unclear classification of drug exposure limits their interpretation.
Our approach to the BioCreative IV challenge of recognition and classification of drug names (CHEMDNER task) aimed at achieving high levels of precision by applying semantic similarity validation techniques to Chemical Entities of Biological Interest (ChEBI) mappings.
This work is a specific case study which proposes a Better Balanced Feature Selection Ensemble(B2FSE) framework for the classification of drug toxicity molecules, carried out on imbalanced and high dimensional complex drug data.
It explains how MEA systems operate, summarizes what systems are available, and provides a discussion of emerging mathematical schemes that can be used for a rapid classification of drug or chemical effects.
Similar(46)
The overall aim of our work was to develop a clinically relevant drugs-based case mix measure, derived from the WHO Anatomical Therapeutic Chemical (ATC) classification of drugs [ 22].
Finally, we need an evidence-based classification of drugs.
One of the main reasons I believe we shouldn't alter the present classification of drugs is the danger of misuse among young people.
The issues raised by the despicable sacking of Professor Nutt have wider importance than merely the debate over the classification of drugs – important as that is.
A protocol agreed by consensus for the collection of data on cases of hepatotoxicity with uniform and internationally accepted criteria for causality assessment and the classification of drug-induced liver injuries is proposed.
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