Have you ever wondered what people talk about on social media during hurricanes? Instead of calling emergency hotlines, many people now turn to platforms like Twitter to share updates and seek help. The problem is, there's so much content that important messages can get lost. In the past, researcher
Measuring temperature in large spaces like a room can be tricky. Traditional methods using emission spectroscopy can't give a full view. Scientists found a smarter way using data from spectroscopy. They tried two approaches. First, they used something called feature engineering, which is like findin
Illegal logging and the trade of forest products have long been a problem worldwide. This crime hurts ecosystems and communities. The United States is the biggest importer of wood and forest products globally, with $78 billion spent in 2021 alone. To tackle this issue, we need to find a clever way t
Stunting, a clear sign of long-term undernutrition, shows that a child isn't growing as they should. While most studies in Ethiopia focus on early childhood and use traditional methods, this research took a different path. It aimed to find the best machine learning model to predict stunting among te
Adolescent depression can have a big impact on daily life and future growth. Scientists believe that both childhood and teen years play a role in these symptoms. Machine learning, a fancy tool in data science, is being used more and more to understand teen depression. But here’s the thing: most stud
You might think bipolar disorder (BD) and major depressive disorder (MDD) are hard to tell apart because they share similar symptoms. This can lead to mix-ups by doctors, called misdiagnosis. But what if we could use brain scans and smart computers to figure it out? That's what researchers tried in
Did you know that asthma attacks can be triggered by simple things like pollutants in the air, viruses, exercising, or even allergens? Scientists are now using machine learning to help predict and warn patients about these triggers. They trained and tested lightweight models like XGBoost, Random For
Neurodegenerative diseases are like intricate puzzles that scientists are working hard to solve. They affect both small components (like molecules and cells) and large aspects (such as physiology) of the brain. Traditional tools aren't doing the job well, but a new technology called microfluidics mi
Ever heard of the "no-show" issue in healthcare? It's when patients book appointments but don't turn up. We looked at this over five years with 21, 969 patients. Our study created a special model to solve this problem. This model not only predicts no-shows but also helps manage service capacity and
Imagine diving into the factors that influence the weight status of older adults in the Philippines. Scientists recently used high-tech methods to find out what in our neighborhoods might be making us gain or lose weight. They combined data from satellites, maps, and a big health survey done in 2021
