The proposed software/hardware platform can also be profitable for the standardization of laboratory equipment, as well as for the development of entertainment tools.
Achieving reliable, reproducible, and comparable quantitative imaging results amongst different institutions will require standardization of imaging equipment across vendors, standardization of imaging protocols, and correlations with clinically meaningful metrics.
For comparative evaluation across centers, standardization of methods and equipment was deemed essential, and equipment was chosen that is easy to operate, suitable for lower-volume work and low-maintenance.
An engineer named Frederick Winslow Taylor, best known for exalting standardization (of scheduling, wages, equipment, and so on) for the sake of productivity, advocated that managers arrange their workers into cell-like spaces tailored to the simple, unskilled labor that each would perform.
However, given that a universal standardization of protocols and equipment across laboratories is not practically possible, comprehensive studies of reproducibility focused on the computational side of the RNA-seq pipeline are needed, to support development of strategies for making RNA-seq data from different studies comparable.
The nontrivial factors limiting its accessibility include the significant upfront cost of equipment, standardization and the requirement for highly specialized personnel (at the PhD level) to do this type of analysis and regulatory and reimbursement requirements of such tests in the clinical setting [ 45].
There are many more advantages which can be derived from the cloud system, such as the wide area information sharing, standardization of software and algorithm, reduction of equipment investment, substation area occupation and work load for operation and maintenance.
The formative evaluation study describes efforts toward standardization and implementation of curriculum, training of faculty, provision of equipment to complement didactic courses and the impact on preservice education strengthening.
In the development and standardization of LTE, as well as in the implementation process of equipment manufacturers, simulations are necessary to test and optimize algorithms and procedures.
