To further exacerbate these challenges, verification and population-scale validation of biomarkers requires the analysis of hundreds or even thousands of high-quality clinical samples.
The announcement from Mr. Roed-Larsen suggests that Syria, which exercises ultimate military and political control over Lebanon, has decided to avoid a potentially costly increase in tensions in the Middle East by not challenging the United Nations over verification of Israel's withdrawal.
In addition to independent analysis of transcribed data (RH, GJ, CM), interdisciplinary analysis meetings were held that included critical appraisal of the literature, systematic data and coding framework verification and challenging of interpretive analysis.
Internet research poses particular challenges to age verification, assent and consent procedures, and appropriate methodological approaches with minors.
Finally, the existing challenges for verification and validation of prognostics at different technology readiness levels are discussed with respect to open challenges.
Key challenges including verification and validation are highlighted and discussed.
In these cases, the challenge of verification is made steep mainly by the fact that the correctness of control software depends on middleware components whose structured models might not be available, or too difficult to obtain from their documentation.
Challenge-based verification processes may offer a unique way to leverage the explosive growth of scientific data and publications.
Extrapolating the idea of using challenges for verification of scientific results, we propose the IMPROVER methodology to assess the performance of a research workflow in contexts such as industrial research.
5 sbv IMPROVER 6 (see www.sbvimprover.com) is a challenge-based verification process with a specific focus on the validation of industrial research processes related to systems biology by decomposing a research workflow into individual components, termed building blocks, that can be independently verified via crowdsourcing.
