Why AI in medical billing matters for health care costs | Opinion

As AI reshapes medical coding, patients and employers may end up paying more without receiving the right level of care.
IEEE

Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-Supervised Medical Image Classification

Abstract: Semi-supervised learning (SSL) is a popular solution to alleviate the high annotation cost in medical image classification. As a main branch of SSL, consistency regularization engages in ...
GitHub

LLM router and minimal agent framework in one.

Use any model and build agents in pure Python. Full control. Zero magic. LitAI is an LLM router (OpenAI format) and minimal agent framework. Chat with any model (ChatGPT, Anthropic, etc) in one line ...
GitHub

ag2ai/build-with-ag2

🛍️ E-Commerce Custom Service for Order Management (last updated and ran on 09/20/2025, ag2 version 0.9.9): A smart, agent-driven system that makes order tracking quick and easy while simplifying ...