Nature Cancer, Published online: 18 September 2026; doi:10.1038/s43018-026-01240-0Zheng, Zheng, Wang, Zhang et al. developed CROWN, a universal visual foundation model for cytopathology, which they benchmarked on more than 200 real-world cytology tasks across cohorts, including lymph node metastasis and cervical screening datasets.

Nature, Published online: 15 April 2026; doi:10.1038/s41586-026-10324-xIn situ microscopic single-particle imaging demonstrates the significance of rationally engineered metal–support interfaces for activating the oxygen in bulk catalyst, helping elucidate reaction pathways in catalytic conversions.

npj Digital Medicine, Published online: 31 March 2026; doi:10.1038/s41746-026-02527-3Rapid and noninvasive artificial intelligence-assisted diagnostic method for oral squamous cell carcinoma