Lymphoma diagnosis is a challenging and complex area, especially for non-specialist pathologists. There is a need for rapid triage of samples due to the potential for rapid disease progression, especially in high-grade cases. In this work, we demonstrate a automated diagnostic triage tool to identify lymphoma at district hospitals so that they can be automatically routed to an appropriate specialist to minimise potential for delays in the diagnostic process.