alexander gimson

2 papers · 2020–2021 · 1 conference · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (2)

Top co-authors

Mihaela van der Schaar (2) Jeroen Berrevoets (1) Ioana Bica (1) Yuchao Qin (1) Daniel Jarrett (1) Fergus Imrie (1) Alihan Hüyük (1) James Jordon (1)

Keywords

organ transplantation (2) resource allocation (1) machine learning (1) treatment effect (1) patient stratification (1) clinical decision support (1) medical decision making (1) instance-wise learning (1) life expectancy (1) causal inference (1) individual policy (1)

Papers

Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NIPS 2021

OrganITE: Optimal transplant donor organ offering using an individual treatment effect NIPS 2020