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Cloud computing case studies
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Technology makes promises to business—real-time analytics, systems modernization, intelligent supply chains, revamped operating models, cultural change. See how companies, working with Deloitte, are deploying cloud’s speed, power, and agility to help fulfill those promises and transform their operations.
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Featured case study: Cloud-based machine learning in health care creates patient-centered treatments
Takeda, a leading global R&D pharmaceutical company, was seeking to improve the accuracy of its prediction models for various disease states. They believed Artificial intelligence (AI) could be a powerful tool in this effort but needed to create a model that could prove their hypothesis. To achieve their goals, they enlisted the help of Deloitte to create a cloud solution.
Using a small, proven real-world data set on Treatment-Resistant Depression and NASH, a severe form of hepatitis, Takeda and Deloitte deployed a scalable, AWS cloud-based machine learning solution called Deep Miner to rapidly test predictive models. Cloud delivered—accelerating the development of the solution and delivering insights faster. Just as Takeda hoped, the solution generated unprecedented insights their teams can now apply across a range of data to refine drug development and planning of clinical trials.
The model proved highly accurate in its predictions, outperforming previously tested traditional analyses. Accuracy jumped almost 40 percent, which will inform drug development, product pipeline planning, and help Takeda to appreciate the unmet needs of patients and improve patient outcomes. And, the cloud made it happen. Fast.
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