Keeping the interface simple relative to some complicated data is a real challenge as well, I imagine.
The massive amount of exponentially growing sequence data is a daunting challenge that is complicated by the complexity of the metadata associated with metagenomic projects.
Assembly of mRNA transcript data is a challenging task that is complicated further when using wild outbred animals that have significant genetic variability between and within populations and which lack prior EST or genome sequence data.
Stanek tells us that GoodData is disrupting the $25 billion BI and data warehousing space because previously data intelligence used to be a complicated process.
More importantly, accuracy mirrored the trends found in the RTs (see Table 1), indicating that interpretation of the data is not complicated by a speed-accuracy trade-off.
Interpretation of data is often complicated by the fact that Nogo-A has at least two subcellular sites of action.
The pattern of missing data is complicated in a retrospective study where collection depends on patients' and providers' decisions to schedule outpatient visits and to measure characteristics (e.g., order a laboratory test).
However, our experience suggests that, in breast cancer patient populations, predicting clinical variables from gene expression data is complicated by a common correlation between ER-α status and the clinical parameters studied.
For international companies, gathering this data is further complicated by exchange rates and varied government regulations.
Most companies can't outsource labelling on text because the data is too complicated (biology, finance), regulated (CRM records) or both (medical records)," explains the LightTag founder.
