693 citations
- Hospital for Sick ChildrenCA15 papers
- University of TorontoCA14 papers
- Institute for Clinical Evaluative SciencesCA7 papers
- Public Health OntarioCA6 papers
- University College LondonGB6 papers
- Bayer (United Kingdom)GB2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Health Economics and Outcomes Research (United Kingdom)GB2 papers
- Johns Hopkins UniversityUS2 papers
- Laboratoire Psychologie de la PerceptionFR2 papers
- McGill University Health CentreCA2 papers
- Stanford UniversityUS2 papers
Showing 2021Show all
3 papers · 1 filter
cs.RO2021★ 26 cited
Virtual Reality for Synergistic Surgical Training and Data Generation
Adnan Munawar, Zhaoshuo Li, Punit Kunjam +7
Surgical simulators not only allow planning and training of complex procedures, but also offer the ability to generate structured data for algorithm development, which may be appli…
stat.ME2021★ 45 cited
Parametric G-computation for Compatible Indirect Treatment Comparisons with Limited Individual Patient Data
Antonio Remiro-Azócar, Anna Heath, Gianluca Baio
Population adjustment methods such as matching-adjusted indirect comparison (MAIC) are increasingly used to compare marginal treatment effects when there are cross-trial difference…
cs.CV2021★ 1 cited
Towards Robust Classification Model by Counterfactual and Invariant Data Generation
Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg
Despite the success of machine learning applications in science, industry, and society in general, many approaches are known to be non-robust, often relying on spurious correlation…