932 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- McGill UniversityCA8 papers
- Lady Davis Institute for Medical ResearchCA3 papers
- McGill University Health CentreCA3 papers
- Centre Hospitalier de l’Université de MontréalCA2 papers
- Université de MontréalCA2 papers
- University of California, RiversideUS2 papers
- Boston UniversityUS1 paper
- Centre Hospitalier Universitaire de SherbrookeCA1 paper
- Dana-Farber Cancer InstituteUS1 paper
- Harvard UniversityUS1 paper
- Hôpital Maisonneuve-RosemontCA1 paper
- London School of Hygiene & Tropical MedicineGB1 paper
9 papers
Is checking for sequential positivity violations getting you down? Try sPoRT!
Arthur Chatton, Michael Schomaker, Miguel-Angel Luque-Fernandez +2
Background: Sequential positivity is often a necessary assumption for drawing causal inferences, such as through marginal structural modeling. Unfortunately, verification of this a…
Personalised dynamic super learning: an application in predicting hemodiafiltration convection volumes
Arthur Chatton, Michèle Bally, Renée Lévesque +3
Obtaining continuously updated predictions is a major challenge for personalised medicine. Leveraging combinations of parametric regressions and machine learning approaches, the pe…
RapidBrachyMCTPS 2.0: A Comprehensive and Flexible Monte Carlo-Based Treatment Planning System for Brachytherapy Applications
Harry Glickman, Majd Antaki, Christopher Deufel +1
We have previously described RapidBrachyMCTPS, a brachytherapy treatment planning toolkit consisting of a graphical user interface (GUI) and a Geant4-based Monte Carlo (MC) dose ca…
Estimating the sample mean and standard deviation from commonly reported quantiles in meta-analysis
Sean McGrath, XiaoFei Zhao, Russell Steele +4
Researchers increasingly use meta-analysis to synthesize the results of several studies in order to estimate a common effect. When the outcome variable is continuous, standard meta…
The relativistic discriminator: a key element missing from standard GAN
Alexia Jolicoeur-Martineau
In standard generative adversarial network (SGAN), the discriminator estimates the probability that the input data is real. The generator is trained to increase the probability tha…
Distinguishing differential susceptibility, diathesis-stress and vantage sensitivity: beyond the single gene and environment model
Alexia Jolicoeur-Martineau, Jay Belsky, Eszter Szekely +4
Currently, two main approaches exist to distinguish differential susceptibility from diathesis-stress and vantage sensitivity in genotype x environment interaction (GxE) research:…
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer
Martin Vallières, Emily Kay-Rivest, Léo Jean Perrin +9
Quantitative extraction of high-dimensional mineable data from medical images is a process known as radiomics. Radiomics is foreseen as an essential prognostic tool for cancer risk…
Fully Bayesian Classification with Heavy-tailed Priors for Selection in High-dimensional Features with Grouping Structure
Lai Jiang, Longhai Li, Weixin Yao
Feature selection is demanded in many modern scientific research problems that use high-dimensional data. A typical example is to find the most useful genes that are related to a c…
Cancer systems biology in the genome sequencing era: Part 1, dissecting and modeling of tumor clones and their networks
Edwin Wang, Jinfeng Zou, Naif Zaman +3
Recent tumor genome sequencing confirmed that one tumor often consists of multiple cell subpopulations (clones) which bear different, but related, genetic profiles such as mutation…