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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CATONSVILLE, MD, May 24, 2021 – Contrary to portraits painted in popular media, new research involving ridesharing services shows they provide an additional level of protection for potential sexual assault victims, particularly in neighborhoods with inadequate public transportation or in circumstances that are more prone to sex crimes.
After a year of disruptions driven by the coronavirus pandemic, colleges are ready for a return to normalcy. For some schools, that means requiring students to receive COVID-19 vaccinations in order to register for in-person classes or move into campus housing.
WASHINGTON, D.C. — Coronavirus vaccine coverage is substantially higher in urban areas across the country than in rural communities, where hesitancy remains a “major barrier” for public health officials, the Centers for Disease Control and Prevention found in a new study published Tuesday.
A machine learning model developed jointly by Janssen and MIT data scientists played a key role in the clinical trial process for the Johnson & Johnson Covid-19 vaccine.
Shortages in the Strategic National Stockpile even before the pandemic and the failed efforts of multiple agencies to coordinate access to personal protective equipment endangered the lives of healthcare workers and weakened the efficacy of American hospitals, lawmakers and experts testifying before a Senate committee Wednesday said.
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