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Answers to these and other questions are necessary if we are to understand whether these systems work, whether they're effective, and where they need improvement.
We describe a neural network architecture for learning which (if any) further questions are necessary to make a correct diagnosis, given a set of known preliminary inputs.
Question evaluation subnetworks learn when further questions are necessary, through positive feedback from misdiagnoses due to lack of necessary information, and negative feedback representing the cost of that information.
But the extra questions are necessary in order to reduce the number of false positives.
From a public health or bioterrorism preparedness perspective, answers to these questions are necessary for evidence-based recommendations on bioremediation after natural or intentional contamination of soil by Y. pestis.
Whether these upstream cells will, indeed, prove useful in any field besides tissue engineering (i.e. transplantation immunology or cancer monitoring) is yet to be fully investigated, and more studies to address such questions are necessary.
Similar(52)
The decision of thermal expansion compatibility questions is necessary to minimize deviation of a form-building surface from its initial shape and an exception of a stringer set detachment from a prepreg layer during the production process.
Registration of questions is necessary to identify and anticipate on gaps in information.
Over the course of 6 months, this panel reviewed and rated each question to determine whether the questions were necessary, useful, and relevant to the construct being measured in order to establish face validity and content validity.
A public debate on this question is necessary; and for that to occur the Bush administration must decide what it really wants from missile defense and tell the public of its decision.
More than 70% of similar answers to a question were necessary to reach a consensus.
Related(20)
dimensions are necessary
observations are necessary
determinations are necessary
concerns are necessary
investigations are necessary
subjects are necessary
requirements are necessary
interrogations are necessary
questionnaires are necessary
questions are essential
discussions are necessary
questions are needed
questions are useless
questions are direct
questions are clear
questions are welcome
questions are great
questions are unanswered
questions are blunt
questions are short
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com