On the richness of calibration
B Höltgen, RC Williamson - Proceedings of the 2023 ACM Conference …, 2023 - dl.acm.org
Probabilistic predictions can be evaluated through comparisons with observed label
frequencies, that is, through the lens of calibration. Recent scholarship on algorithmic …
frequencies, that is, through the lens of calibration. Recent scholarship on algorithmic …
Application of machine learning to improve appropriateness of treatment in an orthopaedic setting of personalized medicine
The rise of personalized medicine and its remarkable advancements have revealed new
requirements for the availability of appropriate medical decision-making models. Computer …
requirements for the availability of appropriate medical decision-making models. Computer …
[PDF][PDF] A Question of Trust: Old and New Metrics for the Reliable Assessment of Trustworthy AI.
This work contributes to the evaluation of the quality of decision support systems constructed
with Machine Learning (ML) techniques in Medical Artificial Intelligence (MAI). In particular …
with Machine Learning (ML) techniques in Medical Artificial Intelligence (MAI). In particular …