MEDICAL IMAGING

Feb 11 2025SCIENCE

How safe is nuclear imaging? Radiation risks and what we need to know

Let's dive into how nuclear medicine affects our bodies. Yes, it sounds strange, but the truth is, they use special materials to look inside the body. In this new study, scientists took a closer look at how radiation affects children and adults differently. If you didn't k

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Feb 08 2025TECHNOLOGY

Uncovering GPT-4V's Image Interpretation Struggles

GPT-4V, a sophisticated AI model, has shown impressive accuracy on text-based medical tests like the USMLE. It's great for answering questions from doctors, but it's not that good at understanding medical images. It's important to remember that AI models like GPT-4V are trained on vast amounts of t

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Feb 05 2025HEALTH

Tumors and Techs: Unravelling the Puzzle Inside Our Heads

Picture this: scientists diving into the world of MRI scans and clever math. They are not just looking at pictures of pituitary tumors. They are trying to predict how they will behave. This study began with 129 patients. They divided them into two groups. The first group was the training squad. The

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Feb 05 2025HEALTH

Spotting Trouble: How AI Helps Eye Doctors Fight Diabetes

Diabetic retinopathy is a big problem for people with diabetes. It's a condition that affects the eyes and can lead to blindness. One of the key signs of this condition are exudates, which are like yellowish patches that show up in the retina. Doctors need to spot these patches to see how bad the co

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Feb 02 2025SCIENCE

Smart Tech to the Rescue for Early Stroke Detection

Imagine being able to spot a stroke in its earliest stages using just a CT scan and some clever tech. That's exactly what a recent breakthrough is offering. They are combining smart algorithms with the Internet of Things (IoT) to make detecting strokes faster and more accurate. Stroke is a big

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Jan 23 2025HEALTH

Retinal Vessel Segmentation Made Easy with DAU-Net

Segmenting blood vessels in fundus images is crucial for diagnosing eye diseases like diabetic retinopathy. Enter DAU-Net, a new network that's easier to use and more accurate than ever. It's divided into an encoder and decoder, with some clever tricks to make it lightweight and powerful. Traditiona

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Jan 18 2025HEALTH

The Great Scan Showdown: PET/CT vs. DCE-CT in the Fight Against Lung Nodules

Picture this: you’re a medical detective, tasked with figuring out if a tiny lung lump is bad news or just a simple speck. Two advanced tools are at your disposal: PET/CT and DCE-CT. But which one is better at pinpointing the dangerous ones? Let’s take a closer look at a study that compared these tw

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Jan 12 2025HEALTH

Assessing Bedside Chest X-Rays: A New Technique for Image Quality

In the world of medicine, blurry X-ray images can lead to misdiagnoses. One way to fix this is by using a method called Virtual Grid (VG), which helps to reduce the blur caused by scattered X-rays. Researchers created a system to evaluate the quality of bedside chest X-rays using VG. They started by

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Jan 11 2025HEALTH

Simplified Eye Images Help Explain AI Glaucoma Diagnoses

Researchers have been using special maps called saliency maps to understand why certain AI models make specific decisions about glaucoma. They trained these AI models, called convolutional neural networks, to diagnose glaucoma using pictures of the eye's fundus, which is the inner lining of the eye.

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Dec 27 2024HEALTH

Think Before You Blink: Brain MRIs and Retinal Problems

Imagine having trouble seeing out of one eye suddenly. You might think it's just a temporary thing, but doctors now suggest that a serious condition could be hidden behind it. This condition is called acute retinal artery ischemia. It's when the blood supply to the eye gets cut off, leading to visio

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