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20202024
most citedDeep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation

338 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023Show all

3 papers · 1 filter

cs.LG2023★ 49 cited

A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records

Lin Lawrence Guo, Jason Fries, Ethan Steinberg +6

Foundation models hold promise for transforming AI in healthcare by providing modular components that are easily adaptable to downstream healthcare tasks, making AI development mor…

stat.ME2023★ 4 cited

Methodological considerations for novel approaches to covariate-adjusted indirect treatment comparisons

Antonio Remiro-Azócar, Anna Heath, Gianluca Baio

We examine four important considerations in the development of covariate adjustment methodologies for indirect treatment comparisons. Firstly, we consider potential advantages of w…

stat.ME2023★ 5 cited

Model-based standardization using multiple imputation

Antonio Remiro-Azócar, Anna Heath, Gianluca Baio

When studying the association between treatment and a clinical outcome, a parametric multivariable model of the conditional outcome expectation is often used to adjust for covariat…