Breast cancer grades, which are determined by cell structure, are crucial for planning treatment. Many researchers rely on deep learning (DL) models for this task. However, DL models can be a bit of a mystery. It's unclear which features they use to make accurate predictions. A recent study introduc
Hospitals use brief hospital course (BHC) summaries to record patient stays. These summaries are typically created manually by clinical staff. Large language models (LLMs) have shown great potential in automating various tasks, but their use in healthcare, especially for generating BHCs from clinica
Digital health technology, or DHT, promises to transform healthcare by cutting costs and boosting care quality. But the industry is a complex web of stakeholders and strict rules. In the European Union, medical devices face tough regulations, while new ways to pay for DHTs are emerging. This makes c
As AI technology zooms forward, big language models (LLMs) are at the center. The spotlight is on making these models more trustworthy and productive, particularly when they generate outputs. This is crucial to cut down on plausible but wrong outputs and handle the growing demand for such tasks. Thi
Medical question answering has seen a boost with large language models (LLMs). One such model, Med-PaLM, first surpassed the 'passing' score on US Medical Licensing Exam-style questions. But, long-form answering and real-world scenarios still pose challenges. Enter Med-PaLM 2, an improved version th
You know those massive language models everyone’s talking about? They’re getting bigger, and so is the demand for high-quality data. Researchers are combining these models with a technique called federated learning to tackle data scarcity. Think of it like this: instead of sending all your data to o
Picture a future where mechanical stresses can be monitored instantly, just like taking a quick snap with a digital camera. Scientists are working on this by developing AI-driven models that simplify complex simulation data. They call this a Reduced-Order Model (ROM). This ROM is like a virtual stre
Falling from heights is a serious health issue that often leads to multiple injuries. It's one of the top causes of severe trauma. Doctors find it tough to figure out how severe these injuries are when patients first arrive. Knowing how often these injuries happen and what makes them worse can help
Did you know that colon cancer, also called colorectal cancer (CRC), is a big health issue in the UK? It's the third most common cancer and the second leading cause of cancer deaths. So, how do we better diagnose it in people who have symptoms? A new model called COLOFIT has been created to help wi
Scientists have been using systematic reviews (SR) to gather and analyze medical research. But checking through all the articles is hard work. Some people thought using language models could help make this easier. These models can pick out which articles are relevant, but they are still being tested
