However, these aspects have a lower potential for biomimetic material systems and few parallels can be drawn with other artificial material systems; they are therefore not discussed further in this paper. 3.2. Resilience through Self-Repair of Damage The self-repair of wounds is a typical life-...
Gene expression inference with deep learning[github][paper] This deals with a specific prediction task, namely to predict the expression of specified target genes from a panel of about 1,000 pre-selected “landmark genes”. As the authors explain, gene expression levels are often highly correlate...
Scheme of Examination There will be three papers: Papers 1, 2, and 3, all of which must be taken. Papers 1 and 2 will be composite papers to be taken in one sitting. PAPER 1: This will consist of fifty multiple-choice objective questions drawn from Section A of the syllabus (the sec...
Supermeres are highly enriched with cargo involved in multiple cancers (glycolytic enzymes, TGFBI, miR-1246, MET, GPC1 and AGO2), Alzheimer’s disease (APP) and cardiovascular disease (ACE2, ACE and PCSK9). The majority of extracellular RNA is associated with supermeres rather than small ...
Identifying network architecture from observed neural activities is crucial in neuroscience studies. A key requirement is knowledge of the statistical input-output relation of single neurons in vivo. By utilizing an exact analytical solution of the spike
paper [102], simulators such as SymSim [103] and Splatter [68] do not preserve real genes, and Sergio [104] requires an additional input of a gene regulatory network and cannot preserve the observed gene-gene correlations in real data. We note that we do not aim to benchmark simulators...
possible to dissociate the outcomes in the progeny from the maternal or paternal lineage with this experimental setting. Nevertheless, if the breeding scheme also includes exposed male x naïve female mating pairs and the outcomes of their male offspring are described, then the paper met the ...
In a second paper [2], the same authors take into account the short-term forecasting of a process that is an output signal of a nonlinear system seen against an additive noise background. The authors show that it is fundamentally possible to make profit, even in fields with complicated dyna...
The logistic regression model was trained and tested under a 10-fold cross validation scheme using the train function with the parameters method = “glm” and family = “binomial” from the caret (github.com/topepo/caret/) library in R. Class probabilities for the ROC curve were ...
b,c, Superposition of EC*–RTF1 (Pol II–DSIF–PAF–RTF1; PDB 6TED)27 structure onto Pol II–SPT6–Elongin structure (structure 1). PAF1–LEO1, RTF1 and Elongin are shown as cartoon representation. Other factors in EC* are shown as surface presentation. The color scheme is as in ...