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20232026
most citedApplying the causal roadmap to longitudinal national Danish registry data: a case study of second-line diabetes medication and dementia

2 citations · 3 across the 6 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

stat.ME2025

Hazard-Based Targeted Maximum Likelihood Estimation for Survival in Resampling Designs

Kirsten E. Landsiedel, Rachael V. Phillips, Maya L. Petersen +1

Survival is a key metric for evaluating standards of care for people living with HIV. In resource-limited settings, high rates of loss to follow-up (LTFU) often result in underesti…

stat.ML2025

Deep Causal Behavioral Policy Learning: Applications to Healthcare

Jonas Knecht, Anna Zink, Jonathan Kolstad +1

We present a deep learning-based approach to studying dynamic clinical behavioral regimes in diverse non-randomized healthcare settings. Our proposed methodology - deep causal beha…