The INFORMS Analytics+ Conference showcased how companies are turning advanced analytics and AI into measurable operational results
In most emergency departments, beds are a hot commodity. But some patients don’t actually need a bed for their treatment – and accurately identifying those people is a low-lift but effective way to increase efficiency without sacrificing care quality, finds a study recently published in the journal Management Science.
The researchers developed a simple decision tree, informed by mathematical and machine learning models, to help staff decide whether a patient truly needs a bed or can be routed to a “vertical processing pathway” – that is, an area where they can be treated sitting up. Many hospitals already have such an area but don’t necessarily have a systematic way to decide which patients are treated there.
American teenagers start their school day too early.
Medical experts have been clear for years: sleep cycle changes during puberty make it hard for teenagers to learn in the early morning. Later school start times have been linked to better sleep, improved mental health, stronger academic performance and even safer driving.
Most school district leaders know about this problem and care about fixing it. But changing the schedule can feel operationally impossible.
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Weeks before COVID-19 claimed its first Georgian, the state’s healthcare system was already showing signs of stress and crowding.
As the coronavirus spreads across the country, millions of Americans already struggling with health and finances — especially those in minority communities — could bear the brunt of it.
Abbott will deliver 50,000 COVID-19 tests per day to healthcare workers, starting Wednesday, using its modified ID NOW testing process, it said. Bringing rapid coronavirus testing capacity to the medical front lines is crucial in the battle to flatten the rising death and infection curve worldwide.
Where to site COVID-19 testing facilities and how to stock them. How to triage patients and allocate hospital resources. The best ways to manage supply chains for food and other essentials.
Where to site COVID-19 testing facilities and how to stock them. How to triage patients and allocate hospital resources. The best ways to manage supply chains for food and other essentials.
OR/MS Today is the INFORMS member magazine that shares the latest research and best practices in operations research, analytics and the management sciences.
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Analytics magazine showcases articles and research reports based on big data, AI, machine learning, data analytics and other new-age technologies.
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