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For those of us who are used to handling and analysing samples in the lab, it is the only way to study it".
The widespread adoption of high-throughput next-generation sequencing (NGS) technology among the Australian life science research community is highlighting an urgent need to up-skill biologists in tools required for handling and analysing their NGS data.
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A class of multivariate data analytical techniques called multi-way analysis encompass techniques that have been designed to handle and analyse such data structures directly.
All biopsies were handled and analysed by personnel blinded to treatment and time points.
The perfusate was handled and analysed in the same way as for the patients.
Data were handled and analysed using SAS software (ver. 9, SAS Inst. Inc., Cary, USA).
Data were handled and analysed with the IBM SPSS Statistics version 21.0.0.1 (IBM Corp., Somers, NY), R version 3.0.0 and its libraries "cmprsk," "etm," and "mstate".
To handle and analyse this vast amount of data requires fast, accurate and specialized methods that can align a large number of sequences onto genomes or reference sequences.
Providing bioinformatics training to empower life scientists to handle and analyse their data efficiently, and progress their research, is a challenge across the globe.
The promise that all this data holds can only be realized if the informatics tools are available to handle and analyse this rich resource and we believe that Uberpheno is an accessible and widely applicable resource with which this may be achieved.
They felt the need for assurances that the data would be used only for the purposes of the trial, that access would be restricted to appropriate research staff trained to handle and analyse the data and that the data would not be available to pharmaceutical or insurance companies.
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