Models, algorithms and data methods behind drug discovery, protein design and clinical prediction.
Compartmental and physiologically based models of drug absorption, distribution, metabolism and excretion, used to translate in vitro data and animal studies into human dose.
Labelling organs, lesions and structures in CT, MRI, ultrasound and pathology images with U-Nets, self-configuring pipelines and promptable foundation models.