Juniper uses hybrid deep learning to empower oncologists. Currently oncologists take a time-consuming ‘one-size-fits-all’ approach to treating cancer. Many patients therefore receive suboptimal treatment that reduces their quality of life and survivability. We use hybrid deep learning to simplify the process of analyzing patient genomic data and quickly recommend personalized treatment regimens.