PREDICTIVE MODELS

Jun 25 2025HEALTH

Wearables: A New Way to Track Your Meds?

Wearable tech might just be the game-changer we need for tracking medication adherence. You know how it is—people often forget to take their meds, and doctors usually have to rely on patients' own reports, which aren't always accurate. But what if there was a better way? Enter wearable devices. These nifty gadgets can keep an eye on your body's vital signs and daily...

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Jun 18 2025CRIME

Schools in the Crosshairs: Uncovering the Patterns of Boko Haram's Targeting

Boko Haram's attacks on schools in Nigeria have been a grim reality for many years. These attacks often result in the abduction of students, with boys frequently forced into military roles and girls subjected to servitude or worse. To better understand and potentially predict these attacks, a detailed study was conducted. This study looked at data from nearly 15 year...

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Apr 10 2025HEALTH

How can we predict serious outcomes for sick kids in the ER?

The ER is a busy place, especially when it comes to kids with fevers. Doctors often face a challenge: predicting which children might need to be admitted to the hospital, sent to the ICU, or stay longer than expected. This is where electronic health records (EHRs) come in. They hold a wealth of information that could help make these predictions. However, EHRs often h...

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Jan 15 2025HEALTH

Forecasting Loss in LTC Residents: A New Approach to Care Planning

Living in a long-term care (LTC) home means heavy reliance on others for daily tasks due to physical and mental challenges. What's tricky is that medical treatment isn't always what residents want. It can make them uncomfortable with little benefit. This is where predictive models can help LTC providers make better, more resident-focused decisions. The purpose of thi...

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Jan 11 2025ENVIRONMENT

Air Quality in Chile: A Mix of Math and AI for Better Predictions

From 2016 to 2021, scientists studied Chile's air quality by using data from the National Air Quality Information System (SINCA). They focused on three cities: Quintero, Puchuncaví, and Coyhaique. The goal? To create models that can predict pollution levels like sulfur dioxide (SO2), tiny particles (PM2. 5), and bigger particles (PM10). They combined two types of mod...

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Jan 07 2025HEALTH

Falls from Heights: A Common Cause of Injuries and How AI Can Help

Falling from heights is a serious health issue that often leads to multiple injuries. It's one of the top causes of severe trauma. Doctors find it tough to figure out how severe these injuries are when patients first arrive. Knowing how often these injuries happen and what makes them worse can help create better ways to intervene. Artificial Intelligence (AI) is bein...

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Dec 28 2024TECHNOLOGY

Weather's Role in Electricity Demand: A New Forecasting Method

Imagine trying to predict how much electricity we'll need tomorrow. It's like planning a picnic without knowing if it'll be sunny or rainy. That's where weather comes in. This research dug deep into how temperature, humidity, and wind affect our electricity demand. They used a fancy model called Enhanced Inception-V4, which is great at learning from data. To make it ...

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Nov 09 2024POLITICS

From State to Nation: What Makes a Policy Spread?

Ever wondered how a law starts in one state and then spreads across the entire country? In the U. S. , many national policies begin as state laws. But why do some state laws become national while others don't? Researchers have looked at where a law starts, what type it is, and even the wealth or political leanings of the state that passes it first. They wanted to see...

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