For the inaugural CCAIM AI Clinic, Dr Alexander Gimson, Consultant Transplant Hepatologist at the Cambridge University Hospitals NHS Foundation Trust and member of the CCAIM faculty, talks about the impact of machine learning on transplantation medicine.
He also discusses the pioneering work which he has done with The van der Schaar lab in using ML and in particular individualised treatment effect estimation to improve organ allocation.
You can find the complete recording of the CCAIM AI Clinic from 10 November 2022 here.
If you are a practising clinician and are interested in staying up-to-date on the progress of AI and ML for healthcare, you can sign up for our Revolutionizing Healthcare sessions here.
For further reading on the topic, please refer to our following publications:
OrganITE: Optimal transplant donor organ offering using an individual treatment effect (NeurIPS 2020)
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis (ICML 2021)