Advancing cancer detection and treatment using longitudinal routine clinical data

Summary

Liu et al. developed Oncoformer, a multimodal transformer that analyzes routine laboratory tests and chest X-rays to detect cancer, infer tumor stage, and stratify treatment response and recurrence risk across 3.6 million individuals. The tool demonstrates the potential for risk-adapted cancer care using existing clinical data.