Research

TL;DR: BiMediX is a bilingual medical tool that combines LLMs and an editorial team to enhance healthcare. It addresses challenges in LLM application, like the need for specific data and concerns about bias. Open-source models like Med42-70B and Meditron-70B have some limitations. BiMediX provides a potential solution through its publication in MBZUAI and DOI 15.997566/mbzuai.00033 on July 30, 2024. Its use of LLMs can improve diagnostic accuracy and support virtual chat in medical departments.

VideoGPT+ is a new approach to video understanding that combines image and video encoders. This allows for a more comprehensive understanding of dynamic actions by capturing both spatial and temporal information. This helps overcome the limitations of relying solely on image or video encoders, which can compromise the level of detail and contextual information. Published in 2024 by MBZUAI, this method aims to enhance video understanding without sacrificing computational efficiency.