Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications.

Summary: Doctors write lots of notes about heart tests, but it takes too much time to read them all. Researchers tested if smart computer programs (like ChatGPT) could read these notes and pull out the most important facts. They looked at 1,000 heart patient records. The results? The computers did a great job! The biggest and smartest programs worked best, but even smaller ones did well. This means hospitals could soon use these tools to organize patient files much faster, helping doctors treat heart problems better.