Machine Learning for Personalised Healthcare: Opportunities, Challenges and Insights

Event Date: 03/10/2021 Part of the Special ECE Seminar Series Modern Artificial Intelligence Machine Learning for Personalised Healthcare: Opportunities, Challenges, and Insights Speakers: Danielle Belgrave, machine learning researcher in the Healthcare Intelligence group at Microsoft Research Cambridge Niranjani Prasad, senior researcher in the Healthcare Intelligence group at Microsoft Research Cambridge Machine learning advances are opening new routes to more precise healthcare, from the discovery of disease subtypes for stratified interventions to the development of tailored sequences of interaction. These methods offer an exciting opportunity to have a meaningful impact on the delivery of healthcare. In this talk, we will present some of the inroads of machine learning for understanding and learning personalised interventions. Taking examples from mental health, respiratory disease and critical care settings, we present some of the opportunities and inherent chal