Exact(2)
The concept of AI is simple but the algorithms get smarter by ingesting more and more real world data, however being able to explain the decisions becomes extremely difficult.
The more real world data sets can be reproduced with a certain model or the more known characteristics can be reproduced with a model, the more reason we have to believe that the model is valid.
Similar(58)
And Google's self-driving cars (see "Look, No Hands") and mobile computer built into a pair of glasses (see "You Will Want Google's Goggles") could benefit from software better able to make sense of more real-world data.
In the future more real-world data could be used to develop improved benchmarks for assessing the respective predictabilities.
Attempts have been made to resolve this issue by modelling, although the complex models developed to date have required more real-world data than are currently available.
Additional research is needed as more real-world data becomes available to further examine the use of the newer OACs versus warfarin related to the potential impact on the quality of anticoagulation care.
More real world QOL data are needed from Health Services Research to increase precision of results.
More research (on real world data) will be needed before the brain regions, determined by Yoshida et al. [10] to have correlation with kidney disease, anemia and aging, can be determined as clinically significant.
The Ames mutagenicity data set (taken from the publicly available compilation by Hansen et al. [26]) represents a more "real world" classification problem than the logP2 data set.
A more relevant question is what happens with real world data that does not necessarily have clear clustering structure.
These real world data suggest that more than half of ACE version I patients suffered from CI; that there is a more than 48-hour delay in implementing geriatric services for this vulnerable group, and that there is significant room for improving the pace and penetration of geriatric consultations and recommendations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com