In the world of computer vision, spotting the main subject in a photo is a big deal. It is called Salient Object Detection. This task is tricky. Traditional methods and deep learning models often struggle. They have a hard time grabbing important details in busy scenes. This is because they are not good at capturing edges. Edges are the lines that define the sha...
In the bustling city of Seoul, the price of a home can be influenced by more than just its size or location. The look and feel of the streets surrounding a home can play a big role. This is something that traditional methods of predicting house prices might miss. So, a recent study took a closer look at how the visual appeal of streets affects the price of single-fam...
Deep learning is transforming the way scientists predict climate change. It is a type of artificial intelligence that can learn from data. It can help us understand how the climate will change in the future. One region that is paying close attention to these changes is Al-Qassim in Saudi Arabia. This area is facing significant shifts in temperature, d...
Breast cancer is a formidable foe, and predicting how patients will respond to treatment is a big deal. A recent breakthrough involves a new tool called MIFAPS. This system uses a mix of data types to guess if a patient will have a complete response to a specific type of chemo before it even starts. The creators of MIFAPS gathered info from over a thousand patients....
Brain tumors are sneaky. They can hide in MRI scans, making it tough for doctors to spot them early. This is a big deal because catching them early can make a huge difference in treatment success. Deep learning models have been trying to help, but they face some serious hurdles. These include not having enough varied data, having more of one type of tumor than anothe...
Gouty arthritis is a painful condition that affects the joints. It can be tough to spot, but a new approach is making waves. This method uses deep learning, a type of artificial intelligence, to scan ultrasound images. The goal? To automatically detect and diagnose gouty arthritis in the big toe joint. Artificial intelligence is everywhere these days, from suggestin...
Proteins are the tiny workers inside our cells, doing important jobs like carrying messages, moving stuff around, and helping chemical reactions happen. They do this by sticking to specific molecules, like DNA or other proteins. Figuring out where and how proteins stick to these molecules is a big deal in science. It helps us understand how cells work and can lead to...
In the world of computer vision and artificial intelligence, 3D Human Pose Estimation (HPE) is a big deal. It's all about finding and pinpointing different body parts from images and videos, then turning that data into a 3D structure. This tech has a huge range of uses, from healthcare to entertainment, and it's growing fast. Deep learning has been a game-changer fo...
Skin is our body's biggest shield against the outside world. It guards us from harm, but what happens when it's under attack? Skin diseases can be a real pain, both physically and mentally. The problem is, diagnosing these conditions can be a puzzle. Why? Because skin lesions can look different on everyone, and symptoms often mix and match. Plus, teaching computers t...
Imagine if scientists could teach computers to understand our brain waves better. This is exactly what some researchers are trying to do. They are using a technique called deep learning to analyze something called functional brain networks (FBNs). These networks are like maps that show how different parts of the brain talk to each other. Usually, scientists create th...