University of Alberta

Weakly supervised deep learning system that scores 17 histological lesions continuously from kidney transplant biopsy whole-slide images.

Codon optimization framework pairing a frozen ProtBert encoder with a masked codon head, so every designed coding sequence translates back exactly.

Chemical language model of the human metabolome that generates and ranks candidate structures for unidentified mass spectrometry peaks.