Figure 1. From public biomedical databases to responsible research governance in the generative AI era. (IMAGE)

Medicine Discovery

Figure 1. From public biomedical databases to responsible research governance in the generative AI era.

Caption

The framework illustrates how public biomedical databases support data reuse, population surveillance, reproducibility, training, and scientific discovery, while generative AI has substantially changed the speed and mode of research production. These changes can facilitate formulaic publication practices and dataset-based editorial screening, highlighting the need for stronger evaluation of research questions, methodological rigor, code transparency, AI disclosure, and scientific interpretation.

Credit

Yanwei You, Kefeng Zheng, Alimjan Ablitip, Hao Ding, and Yuquan Chen / Medicine Discovery

Usage Restrictions

Credit must be given to the creator. Only noncommercial uses of the work are permitted.

License

CC BY-NC

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.