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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AI is revolutionizing tax preparation, offering efficiency and accuracy. Yet, it faces challenges like bias and reliability concerns.
Generative artificial intelligence – the use of computers to generate words, images, voice and videos indistinguishable from human-created content – is transforming every industry. Technology advances and new use cases appear daily with no slowdown in sight as gen AI is estimated to add $30 trillion annually to the world economy by 2030. Much of the impact is positive, including the ability to quickly synthesize massive quantities of data and text, freeing humans to spend their time on more creative tasks where we still excel. But there are also serious risks that must be mitigated.
Maryland mayor Brandon Scott (pictured below yesterday) said that the recovery operation to find the six missing workers in the Patapsco River was 'even more' dangerous today due to the weather.
The collapse of the Francis Scott Key Bridge in Baltimore on Tuesday cut off access to much of the city’s port — causing a suspension of vessel traffic that will disrupt a key trade lane and threaten to further tangle already-stressed supply chains.
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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