Nature

Hybrid CNN–transformer model with BM3D and YOLOv8 for early detection of lung cancer in low-dose CT scans

The World Health Organization (WHO) reports that lung cancer remains one of the most dominant and deadly forms of cancer. The organization accounts for approximately 1.8 million deaths annually 1. The ...
Nature

UTR-DynaPro: a CNN–transformer multimodal language model for decoding 5′UTR regulatory mechanisms

The 5′ untranslated region (5′UTR) plays a pivotal role in controlling translation efficiency and protein synthesis. However, existing models often struggle to jointly capture local regulatory motifs ...