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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The Transportation Security Administration screened more than 2.9 million people on Nov. 26, the highest number on record. As the volume of passengers continues to rise, what will airport security checkpoints look like in 2035, when such high daily volumes are the norm?
SALT LAKE CITY — Chemotherapy drugs. Antibiotics. Medication for attention deficit/hyperactivity disorder. They're among the categories of drugs that have been in rolling shortages in the United States, putting patients at risk of adverse outcomes and in the case of cancer and other drugs, potentially death.
Artificial intelligence enabled smart toys may be improperly collecting and storing children’s information, according to the U.S. Public Interest Research Group.
BALTIMORE, MD, December 11, 2023 – Researchers have found that machine learning and artificial intelligence (AI) can significantly reduce cost and time in the product design phase, not only in the actual generative design of the product, but also in the predictive analysis of whether consumers will be attracted to certain designs.
There’s been a bombardment of bad news for drug supplies. The American Society of Health-System Pharmacists found this summer that nearly all of the members it surveyed were experiencing drug shortages, which generally affect half a million Americans. Cancer patients have scrambled as supplies of chemotherapy drugs dwindle. Other shortages include antibiotics for treatable diseases, such as the only drug recommended for use during pregnancy to prevent congenital syphilis (a disease that is 11 times more common today than a decade ago), and A.D.H.D. medications, without which people struggle to function in their day-to-day lives. The toll on Americans is heavy.
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