Routine blood tests could enable early detection of chronic diseases. Here, the authors show that MetaboLM, a transformer-based language model trained on large-scale plasma metabolomics data, accurately predicts and stratifies 16 chronic diseases, forecasting onset over 10 years in advance.
- Shizheng Qiu
- Jirui Guo
- Yadong Wang
