Novel deep learning methods for large-scale cardiovascular risk screening using Australian digital health data

Through two synergistic studies we will use deep learning methods to deliver highly novel, low cost approaches to cardiovascular risk screening that willachieve unparalleled population reach using health service data already available for millions of Australians1) Using multimodal data captured in Australians My Health Records, we will develop and validate the worlds first cardiovascular risk screening algorithmthat uses clinical text data and longitudinal event sequences, and updates dynamically to incorporate new data.