本研究针对医学图像去标识化中的关键挑战，开发了一种集成YOLOv11、EasyOCR和GPT-4o的三模块AI流水线，实现了像素级受保护健康信息(PHI)的高效检测。通过构建多模态数据集RadPHI和MIDI，研究人员验证了专用视觉模型与大型语言模型(LLM)协同工作的最优方案，在保持 ...

Working on embedded systems used to be easier. You had a microcontroller and maybe a few pieces of analog or digital I/O, and perhaps communications might be a serial port. Today, you have systems ...