This data atlas stores datasets, clinical study data, data dictionaries, algorithm/pipeline definitions, and provides interfaces for parameterised querying so that neuroscientists can perform analyses on required datasets.
Although RPM and MDR are computationally more efficient than the CPM, significant computational effort is required for datasets from genomewide association studies, which can contain tens of thousands to millions of predictor variables.
The main challenge of CNN-based stereo matching algorithms is that they require large datasets for training.
Identifying the direction of an interaction is an important step in reverse network engineering and requires larger datasets for network inference [17].
The hsphase approach used information from only one half-sib family at a time, whereas AlphaPhase and BEAGLE used the information of all 1200 individuals across families because these methods rely on population parameters and therefore require larger datasets for satisfactory performance.
The minimal dataset required for international merging of biological samples for "-omics" studies on preterm birth.
To distinguish oligodendroglioma from glioblastoma in the the Sun et al. [ 21] dataset required 40 for the training set and 91 for the test set, or 31% for the training set.
As DREME requires a negative dataset for more accurate predictions, we generated a random sequence set for each input dataset using a third order Markov chain model based on the transition probabilities of the sequences in the dataset.
An interesting question can be raised is that "is there indeed no DR genes in the real dataset from Taylor et al. [ 3]?" Another similar question can be "will our method be able to detect DR and PDR genes from similar other real datasets?" We believe that CMRF requires a bigger dataset for DR and PDR genes to be discovered.
The second IKMC Project/Alleles Dataset required for this query is chosen by clicking on the bottom of the two Dataset tabs in the left hand panel (see Figure 1).
