RapidRead: Global Deployment of State-of-the-art Radiology AI for a Large Veterinary Teleradiology Practice
Mars Digital Technologies（玛氏数字技术公司）；Antech Imaging Services（安泰奇影像服务公司）；Stanford University（斯坦福大学）
英文摘要：
This work describes the development and real-world deployment of a deep learning-based AI system for evaluating canine and feline radiographs across a broad range of findings and abnormalities. We describe a new semi-supervised learning approach that combines NLP-derived labels with self-supervised training leveraging more than 2.5 million x-ray images. Finally we describe the clinical deployment of the model including system architecture, real-time performance evaluation and data drift detection.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
