Exact(31)
The model also had satisfactory predictions of external compounds.
"Access to external compounds in exchange for biological data that's the currency we have developed," says Palkowitz.
Their external accuracy was high (Q2ext = 0.73 for 63% of external compounds inside the applicability domain).
This will ultimately qualify the applicability of the model for activity prediction of external compounds in drug discovery processes [22].
Moreover, if a significant set of external compounds is available, the formalism allows optimal AD borderlines to be fitted.
Finally, we describe the Chemical−Biological Read-Across (CBRA) approach [1] also implemented in the Navigator to infer the activity of external compounds from both chemical (defined by chemical similarity) and biological (defined by the similarity of HTS profiles) analogues.
Similar(29)
"As drug shortages have become more complex and common, pharmacies are turning to external compounding companies to help them," said Cynthia Reilly, of the American Society of Health-System Pharmacists, referring to hospital pharmacies.
In this work, a small-scale double drum dryer (20 cm length × 15 cm diameter) was interfaced with a 98.3 m2 External Compound Parabolic Concentrator (XCPC) [solar thermal collector] array designed to produce up to approximately 40 kW of heating power.
The design and development of a commercial-ready medium-temperature solar thermal collector, the external compound parabolic concentrator (XCPC), is presented in which a nonimaging reflector is paired with an evacuated tube absorber for efficient and low-cost heat collection between 100 and 250 °C.
All these metabolites are required to support an effective symbiotic nitrogen fixation [ 8], and their spatial location is indicated by [c] and [e] for cytoplasm and external compound.
Thus, if the distance of the external compound from at least one of its k nearest neighbors in the training set exceeds this threshold, the prediction is considered unreliable.
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