338 citations
- University of OttawaCA7 papers
- Ottawa Hospital Research InstituteCA5 papers
- Charité - Universitätsmedizin BerlinDE2 papers
- Children's Hospital of Eastern OntarioCA2 papers
- McMaster UniversityCA2 papers
- Université de MontréalCA2 papers
- University of WashingtonUS2 papers
- University of Wisconsin HealthUS2 papers
- University of Wisconsin–MadisonUS2 papers
- Yale UniversityUS2 papers
- Alberta Machine Intelligence InstituteCA1 paper
- BruyèreCA1 paper
Showing 2025Show all
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cs.LG2025
Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless +22
Prognostic information is essential for decision-making in breast cancer management. Recently trials have predominantly focused on genomic prognostication tools, even though clinic…
cs.LG2025★ 3 cited
Synthetic Data Generation for Augmenting Small Samples
Dan Liu, Samer El Kababji, Nicholas Mitsakakis +6
Small datasets are common in health research. However, the generalization performance of machine learning models is suboptimal when the training datasets are small. To address this…
stat.ME2025
A tutorial on conducting sample size and power calculations for detecting treatment effect heterogeneity in cluster randomized trials with linear mixed models
Mary Ryan Baumann, Monica Taljaard, Patrick J. Heagerty +4
Cluster-randomized trials (CRTs) are a well-established class of designs for evaluating community-based interventions. An essential task in planning these trials is determining the…