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... workflow based on the original parameters fails to give the correct screen-out warning in three of four testing cases. Table 3. There is essentially no pattern for the predicted curves that produce RMSEs of 0.230 (Well A), 0.236 (Well B), 0.150 (Well C) and 0.369 (Well D), respectively, compared with the labelled probability. ...Similar publications
Much previous AI research has focused on developing monolithic models to maximize their intelligence and capability, with the primary goal of enhancing performance on specific tasks. In contrast, this paper explores an alternative approach: collaborative AI systems that use workflows to integrate models, data sources, and pipelines to solve complex...
Background The adoption of technology in health care settings is often touted as an opportunity to improve patient safety. While some adverse events can be reduced by health information technologies, technology has also been implicated in or attributed to safety events. To date, most studies on this topic have focused on acute care settings.
Object...
