… Previously, the common practice to store such medical records for a patient was in the form
… list some of the widely used bioinformatics-based tools for big data analytics on omics data. …

… other methods and performance metrics for comparison. Detailed simulation and analysis
code … to simulate realistic effects to be expected in gene expression or resting-state fMRI …

… End-users utilise object-oriented tools to create their own analytics applications; BDAT6. …
sense, practical experience, or received wisdom. On other occasions, this sort of analysis can …

… This work proposes a practical analysis of how these novel … The best two methods of that
comparative study are based on … fifth (out of 179 methods) in the comparison was random forest …

… In addition to augmentation techniques, this paper will briefly … used as a practical processing
step for image data with mixed … Taylor and Nitschke [63] provide a comparative study on the …

… realistic models. Instead, the purpose of these models is to … cases only be found by conducting
a comparative study. In Table 3, we … In contrast, for all methods discussed in this paper, we …

… IMG data warehouse. IMG’s web user interface provides a variety of analytical and visualization
tools for comparative analysis of … in the IMG data warehouse, while its expert review (ER) …

… The model is practice oriented and has the ability to sense not only BDA-AI adoption-related …
of BDA methods such as descriptive analytics, predictive analytics, and prescriptive …

… evaluate two methods, the k nearest neighbor and an iterative imputation method (missForest)
based on the random forest algorithm. Evaluation … method for clinical practice data. The …

… In practice, we find encoding techniques are blended as we depict in Fig. 1. … ” we find “A
comparative study of categorical variable encoding techniques for neural network classifiers” [12…