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08/07/2023
Do machine learning methods lead to similar individualized treatment rules? A comparison study on real data
Identifying subgroups of patients who benefit from a treatment is a key ...
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07/13/2022
A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data
Individualized treatment rules (ITRs) are deterministic decision rules t...
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06/20/2022
How to improve the quality of comparisons using external control cohorts in single-arm clinical trials?
PURPOSE Providing rapid answers and early acces to patients to innovativ...
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09/03/2021
Epidemic Models for COVID-19 during the First Wave from February to May 2020: a Methodological Review
We review epidemiological models for the propagation of the COVID-19 pan...
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06/08/2020
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects
We present new insights into causal inference in the context of Heteroge...
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08/28/2019