The expert team formed by the MIFA Laboratory of the Shanghai Jiao Tong University Qingtuan Research Institute and the Endocrinology Department of Zhongshan Hospital affiliated with Fudan University has recently developed a dedicated large model for diabetes named Diabetica. This model integrates the language processing capabilities of large models with specialized knowledge in diabetes, aiming to provide intelligent support for doctors, patients, and medical education. The team employed a novel framework to establish a comprehensive data processing system, created high-quality datasets and evaluation benchmarks, and fine-tuned the large language model, significantly enhancing its performance on diabetes-related tasks.

Seattle-based startup PreemptiveAI has secured $6.4 million in funding, focusing on building smart healthcare models. The company utilizes data from smartphones and wearable devices to develop AI software that predicts health outcomes. They collaborate with Duke University to remotely monitor patient data and identify health risks. Potential clients include healthcare providers, drug developers, and insurance companies.