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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Artificial Intelligence (AI) has contributed significantly to many innovations this year. Among its products are ChatGPT and advanced tools in the medical field. Here are some of them.
Congressional lawmakers and health care advocates are sounding the alarm that prescription drug shortages this year increased to the highest level in nearly a decade.
Among the many lessons learned from the COVID-19 pandemic was that adequate access to medical supplies is critical to individual, community and national well-being. But we could soon find ourselves relying on foreign countries with conflicting interests to ours for essential medical devices. Not only does that threaten jobs and investment, but it makes the U.S. vulnerable in times of crisis, ultimately threatening our national security.
New research reveals intricate aspects of human-AI interactions, highlighting a surprising trend: artificial intelligence systems tend to benefit junior employees, but not for the reasons you’d expect.
With the holidays here, Canadians are set to hit the road to meet up for family gatherings.
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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