Identifying functionally relevant protein-protein interactions remains a significant problem in discovery-based research.
In the presented approach, these design principles have been applied in an improved API on top of the Luigi framework and demonstrated in workflow design for a machine learning problem in drug discovery.
The Ames test, as well as other genotoxicity tests, continue to be a significant problem in drug discovery, and companies should work together to share data with the wider community of scientists and organizations.
The genomic inflation statistic was 1.01 (Supplementary Material, Fig. S1), suggesting that population structure was not a major problem in our discovery analyses.
A problem we have, in discovery, is that the horse's hoof is unique.
The problem was discovered after the shuttle was rolled to the launching pad when a review of paperwork on bolts on three space shuttles was ordered because a related problem was found in Discovery.
"There are two distinct problems in drug discovery: biology and chemistry," he said.
Several recent technology-driven advances in the area of NMR have rekindled an interest in the application of the technology to problems in drug discovery and development.
The first wave of applications of deep learning in pharmaceutical research has emerged in recent years, and its utility has gone beyond bioactivity predictions and has shown promise in addressing diverse problems in drug discovery.
A consequence of this is that one of the more difficult problems in drug discovery, namely the identification of non-peptide agonists at peptide receptors, is beginning to be solved.
Detection of RNA structure similarities is still one of the major computational problems in the discovery of RNA functions.
