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Our goal under the present grant is to test if strongly invariant representations in neurons can be discovered using GANs.
Fortunately the structure of this extraordinary diversity, generated by the process of evolution, can be discovered using the methods of systematics.
The reasoning behind concept eliminativism is that concept should be understood to be a natural kind if concepts exist at all, and that natural kinds ought to have significant commonalities that can be discovered using empirical methods, including commonalities that go well beyond the criteria that are initially used to characterize them.
Valuable markers for tumor diagnosis can be discovered using high-throughput screening of proteins or peptides in biological samples, in particular using mass-spectrometry techniques.
Such associations can be discovered using Bayesian statistical methods which allow robust evaluations to be made of functional associations between genes in a supervised learning framework, such as by measuring known pathways and cellular systems for their recapitulation by the data sets being analyzed.
Perhaps, novel small molecules can be discovered using yeast that will stimulate the various degradative pathways.
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While these early studies have emerged as proof of principle that novel SNVs can indeed be discovered using NGS, the study of computational methods for their discovery in cancer is under-represented in the bioinformatics literature.
The formulas can be discovered by using Pythagoras's theorem with the equations relating the curvilinear coordinates to Cartesian coordinates.
Misleading barcodes can be discovered by using gene fragments from both the mtDNA and nuDNA genomes.
Nonetheless, these results show that in vivo assays still have a role and that novel, interesting, and potentially clinically relevant genes can be discovered by using them.
This further encourages us to believe that decentralised resources are valuable and can be discovered and used by current web technology.
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