Current agenda of health personalisation and recommendation research mainly revolves around lifestyle and wellbeing. A number of works on personalised technologies for physical activity, food intake, mental support, health information consumption, and more have been presented at the HealthRecSys workshops and related conferences. While these mainly addressed the patient as the recipient of the personalised service, strikingly little attention has been paid to personalised medical applications targeting clinical users. In this talk, we turn the spotlight to such medical use cases and the advantages personalisation can bring there. We will overview the established health care processes and highlight the touch points, where personalised support can improve the clinician's decision making. Also, we will discuss the diferences between patient- and clinician-facing personalisation, particularly focussing on transparency and explainability. All these will be exemplified with recent and ongoing projects in personalised health.
personalisation, health, medicine, decision making, clinician