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When a new medicine enters the market, medical practitioners are faced with questions on whether it is appropriate for their patients, particularly patients with multiple chronic illnesses taking multiple treatments. When the product is first marketed there may be limited information about it. However, regulatory agencies, such as the Therapeutic Goods
Genevieve, Gabb +2 more
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Introduction to Marine Data Source Analysis and Sharing [PDF]
You should leave 8 mm of space above the abstract and 10 mm after the abstract. The heading Abstract should be typed in bold 9-point Times. The body of the abstract should be typed in normal 9-point Arial in a single paragraph, immediately following the ...
Geng Shanshan, Liu Zhenmin, Shi Xiaoxiao
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Data context informed data wrangling [PDF]
The process of preparing potentially large and complex data sets for further analysis or manual examination is often called data wrangling. In classical warehousing environments, the steps in such a process have been carried out using Extract-Transform-Load platforms, with significant manual involvement in specifying, configuring or tuning many of them.
Martin Koehler +8 more
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CORES Issues on Blockchain Deployment in Healthcare: Evidence from Experts
The annual ConV2X is a leading international health tech symposium driving real world evidence, strategy, research, operations and trends to create a blueprint for a new digital health era.
John Robert Bautista, Postdoctoral Fellow, School of Information, The University of Texas at Austin +4 more
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Risk Assessment for Scientific Data
Ongoing stewardship is required to keep data collections and archives in existence. Scientific data collections may face a range of risk factors that could hinder, constrain, or limit current or future data use.
Matthew S. Mayernik +6 more
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Stability Analysis of State Delay Multiagent Systems with Observer-Based Control Protocols
The consistency problem of multiagent systems with the output feedback and state delay was considered in this paper. First, the reduced-order observer based on the consensus protocol of state delay is designed, and the consensus protocol is proposed by ...
Xingmei Li +3 more
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Data-informed deep optimization
Motivated by the impressive success of deep learning in a wide range of scientific and industrial applications, we explore in this work the application of deep learning into a specific class of optimization problems lacking explicit formulas for both objective function and constraints.
Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang
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Background: Improved nutritional status is needed throughout the life cycle including children under five. Of age in formulating suitable policies for nutrition improvement program, decision makers require relevant information about nutritional status of
Shafwan Shafwan +2 more
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Data, information, and knowledge [PDF]
Phenomena of data, information, and knowledge are important for an organization to function. It is therefore important to agree on concepts for those terms. But the nature of such phenomena may not allow for a broad and lasting agreement, because they possess a historical dimension.
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