The Healthy AI Lab at Chalmers University of Technology conducts academic research into machine learning and artificial intelligence motivated by challenges in healthcare: causality, decision-making and clinical applications. The lab is led by Fredrik Johansson.
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Case-Based Off-Policy Evaluation Using Prototype Learning
UAI 2022 [Paper URL]Jul 27, 2022
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Sharing pattern submodels for prediction with missing values
arXiv preprint [Paper URL]Jun 22, 2022
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Learning using privileged time series information
AISTATS 2022 [Paper URL]Feb 1, 2022
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Predicting progression & cognitive decline in amyloid-positive patients with Alzheimer's disease
Alzheimer's Research & Therapy [Paper URL]Mar 15, 2021
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Learning to search efficiently for causally near-optimal treatments
NeurIPS 2020 [Paper URL]Dec 31, 2020
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A new group: The Healthy AI lab!
As of September 2020, the division of Data Science & AI have four brand new PhD students with Fredrik Johansson as main advisor. This marks the start of the Healthy AI lab at Chalmers University of Technology. Adam Breitholtz, Newton Mwai, Lena Stempfle and Anton Matsson begin their doctoral studies, funded by the Wallenberg AI, Autonomous Systems and Software programme.Sep 1, 2020