Faculty profile
Yi Yang
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a McGill University directory, so their courses and email address may be missing. Find their university profile.
Latest papers
Doubly robust adaptive LASSO for effect modifier discovery.
The international journal of biostatistics · 2022 · senior author
Recurrent disease progression networks for modelling risk trajectory of heart failure.
PloS one · 2021
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models.
PLoS genetics · 2020
Latest funding
- $135,000
Cross-province federated machine learning of electronic health records in Canada
NSERC · 2022 · Co-investigator
- $499,844
Adverse Effects of SARS-CoV-2 Vaccines in Kidney Transplant Recipients
CIHR · 2021 · Co-investigator
- $126,000
High-dimensional statistical inference: model diagnostics, covariance matrix estimation and overdispersion data.
NSERC · 2016 · Principal investigator
4 publications.
Doubly robust adaptive LASSO for effect modifier discovery.
Bahamyirou A, Schnitzer ME, Kennedy EH, Blais L, Yang Y
Recurrent disease progression networks for modelling risk trajectory of heart failure.
Lu XH, Liu A, Fuh SC, Lian Y, Guo L, Yang Y, Marelli A, Li Y
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models.
Bhatnagar SR, Yang Y, Lu T, Schurr E, Loredo-Osti JC, Forest M, Oualkacha K, Greenwood CMT
An analytic approach for interpretable predictive models in high-dimensional data in the presence of interactions with exposures.
Bhatnagar SR, Yang Y, Khundrakpam B, Evans AC, Blanchette M, Bouchard L, Greenwood CMT
Cross-province federated machine learning of electronic health records in Canada
Principal investigators: Li, Yue Y
Keywords: automatic phenotyping; bayesian inference; deep learning; differential privacy; disease surveillance; electronic health records; federated learning; health informatics; public health; topic models
Adverse Effects of SARS-CoV-2 Vaccines in Kidney Transplant Recipients
Principal investigators: Sapir-Pichhadze, Ruth; Ragoussis, Ioannis
Keywords: Covid-19; Ethnocultural And Indigenous Communities; Genomics; Hla; Immunogenetics; Immunosuppression; Kidney Transplantation; Sars-Cov-2; Sex; Survival
High-dimensional statistical inference: model diagnostics, covariance matrix estimation and overdispersion data.
Principal investigators: Yang, Yi
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Ariane Marelli and Yue Li: 5 shared papers
- Lucie Blais and Yi Yang: 1 shared paper
- Mathieu Blanchette and Erwin Schurr: 1 shared paper
- Mathieu Blanchette and Luigi Bouchard: 1 shared paper
- Mathieu Blanchette and Yue Li: 1 shared paper
- Mathieu Blanchette and Yi Yang: 1 shared paper
- Erwin Schurr and Yi Yang: 1 shared paper
- Ariane Marelli and Yi Yang: 1 shared paper
- Luigi Bouchard and Yi Yang: 1 shared paper
- Yue Li and Yi Yang: 1 shared paper
- Medicine
- Department of Mathematics and Statistics
- Biochimie et génomique fonctionnelle
- School of Computer
- School of Computer Science
- Other
Co-authors at McGill University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Lucie Blais
Faculty
1 shared papers, latest 2022
Mathieu Blanchette
School of Computer
1 shared papers, latest 2018
Erwin Schurr
Medicine
1 shared papers, latest 2020
Ariane Marelli
Medicine
1 shared papers, latest 2021
Luigi Bouchard
Biochimie et génomique fonctionnelle
1 shared papers, latest 2018
Yue Li
School of Computer Science
1 shared papers, latest 2021
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