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In addition, recent improvements on deep learning accomplished excellent results classifying images on diverse domains, but its application for tuberculosis diagnosis remains limited.
In deeper waters, this technique has been successfully applied to examine geological features from ROV video surveys31,32,33, but its application for ecological surveys so far remained limited (but see ref. 34).
Sulfur has the highest redox capacity in all the solid electrode materials but its application for Li-S batteriss is restricted by its poor cycleability due to the dissolution of its polysulfide intermediates produced during charge and discharge reactions.
One concerns a firm in Arizona which has been trying to get approval to develop a copper deposit south of Tucson that could add an estimated 2,900 jobs to the local economy, but its application for a permit has been left in limbo while the United States Forest Service twiddles its thumbs.
Timber building prefabrication represents a suitable way to satisfy this demand, but its application for this purpose is at the moment inadequate mainly due to restrictions of production approaches: the lack of variety of low-cost mass-produced buildings and the high costs of ad-hoc full-customized buildings.
AI might be a megatrend, but its application for and by companies in the daily businesses they've built is also critical to their success.
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Iran began its quest to be admitted to the global trade body six years ago, but its application was formally considered for the first time this year.
But its application to the Internal Revenue Service for designation as a tax-exempt organization — crucial to its ability to solicit tax-deductible donations — has been under review for six months without a decision.
Automation provides data of a sort that would be otherwise unobtainable, but its application also carries the need for thorough documentation of elaborate, complex procedures.
Hybridization to DNA microarrays is currently a standard method, but its application is limited to organisms for which the complete genome sequence or a large cDNA collection is available.
"Engineers have employed this technique for years, but its application is new to biology," Fish notes.
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