3 citations
- Ottawa HospitalCA3 papers
- University of OttawaCA3 papers
- Charité - Universitätsmedizin BerlinDE2 papers
- Children's Hospital of Eastern OntarioCA2 papers
- McMaster UniversityCA2 papers
- Canadian Cancer SocietyCA1 paper
- Centre Hospitalier de l’Université de MontréalCA1 paper
- Edinburgh Cancer ResearchGB1 paper
- Hospital for Sick ChildrenCA1 paper
- Johannes Gutenberg University MainzDE1 paper
- Leiden University Medical CenterNL1 paper
- National and Kapodistrian University of AthensGR1 paper
3 papers
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.ME2023
Power calculation for cross-sectional stepped wedge cluster randomized trials with a time-to-event endpoint
Mary Ryan Baumann, Denise Esserman, Monica Taljaard +1
Stepped wedge cluster randomized trials (SW-CRTs) are a form of randomized trial whereby clusters are progressively transitioned from control to intervention, with the timing of tr…