Imagine being able to guess a chemical's color just by looking at its structure. That's what scientists did with machine learning! They trained four different models to predict the colors of water-soluble organic compounds. The boosting technique model was particularly useful, helping scientists fig
Machine learning (ML) is quickly becoming a big deal in lots of areas, from research to practical things like predicting how well livestock will breed. But not many people have looked into using ML to improve chicken breeding, especially for yellow-feathered broilers. This study tried out seven diff
Ever wondered how your immune system could help doctors figure out which lung cancer patients will respond best to certain drugs? Scientists have been exploring this idea, focusing on immune cells found in tumors and blood. With the help of machine learning, they've developed a clever tool to spot t
In today's digital age, politics is everywhere online. But how can we really tell what people are reading? German researchers delved into this question, testing three methods to detect political texts: using lists of words, traditional machine learning, and deep learning. They ran over 66 models and
Imagine you're trying to figure out how well a crystal can conduct heat. Traditionally, scientists use complex calculations called first-principles to predict this property, called lattice thermal conductivity (LTC). These calculations need a lot of computational power, especially when you want to e
Doctors often struggle to predict how long lung cancer patients will live after radiation therapy. This is key for planning personalized treatments. A team recently created a model that uses machine learning to figure this out. They looked at pictures of the lungs and tumor, along with some clinical
Ever wondered how certain chemicals break down when hit by light? Scientists used a smart computer model to figure this out for nitroaromatic compounds. These compounds are known to release a gas called NO when they break down. The scientists used something called Gaussian process regression, a type
Hip fractures can have a big impact on a person's health and how they live their life. Even with treatment, many patients, especially older ones, still face serious problems like repeat fractures and even death. So, it's really important to figure out what factors play a big role in how a person doe
Food safety is getting more critical these days. One way to ensure we're eating safe food is by identifying its origin, brand, or type using spectroscopic profiling. But how can we measure if our data is good enough for these tasks? Enter the "two-step classifiability analysis. " This method collect
When it comes to raising money for medical needs online, first impressions really matter. A good image can draw people in and get them interested in donating. Researchers used smart computers to figure out what kinds of pictures work best. They looked at different images and found that certain types
