CHO cells are like tiny factories. They make important medicines that help people fight diseases. But they are not very efficient. Scientists have been trying to make them better for years. They have tried many different methods. Some of these methods work well. But the results are not as good as ho
Environmental science often deals with messy data. Small, varied data sets make it hard to build reliable models. Traditional machine learning methods often fail here. They fit the training data too well but perform poorly in real-world tests. Enter GP-BT. It's a new method designed to tackle these
Surgeons are getting a hand from robots, but it's not all smooth sailing. Robots are now a big part of surgery, especially in minimally invasive procedures. These surgeries are less harsh on patients, but they can be tough on surgeons. The way surgeons stand and move during these operations can caus
In the fast-paced world of smart manufacturing, companies are always looking for ways to boost performance and keep their employees motivated. One popular strategy is Employee Stock Ownership Plans (ESOPs), which give workers a stake in the company's future. But how exactly do ESOPs affect a company
Triplex DNA is a unique structure that doesn't follow the usual rules of DNA. It's crucial for controlling genes, understanding diseases, and even developing new treatments. To figure out how different conditions affect triplex DNA, a sophisticated method called 5DFRETMA was created. This method tes
Lipid nanoparticles, or LNPs, are tiny carriers that can transport genetic material like mRNA and siRNA into cells. They are great for gene therapies because they can cross cell membranes easily, are safe for cells, and can be made in large amounts. However, designing the perfect LNP is tough. It's
The process of managing anaesthesia is a big deal in the world of surgery. It affects how well patients recover, how pain is handled, and overall patient health. Even with all the progress in anaesthesia, there are still issues. Patients react differently, and sometimes there are unexpected problems
Risk management is vital for businesses to grow steadily and last long. However, old-school methods struggle with today's complex markets and varied risks. A new approach uses deep learning to boost risk prediction and detection. This method combines three powerful tools: XGBoost, CNN, and BiLSTM.
The idea of tailoring medical treatments to each child's unique needs is gaining traction. This approach, known as precision medicine, is particularly promising for kids with mental health issues. The goal is to use information about parents' mental and behavioral traits to predict how a child might
Imagine trying to figure out what makes people stick to exercise routines. A recent study took a deep dive into this question. It used a massive dataset of over 11, 000 entries from a national health survey. The goal? To build models that could predict who would follow physical activity guidelines a
