Research
Read how they describe their research on their University of Manitoba profile.
Latest papers
Flexible statistical approaches for modeling nonlinear relationships in diabetes prediction using splines, Bayesian kernel regression and Bayesian regression trees.
Discover analytics · 2026 · senior author
Evaluation of a Game-Based Mechatronic Device for Rehabilitation of Hand-Arm Function in Children With Cerebral Palsy: Feasibility Randomized Controlled Trial.
JMIR rehabilitation and assistive technologies · 2025
An anomaly detection method for identifying locations with abnormal behavior of temperature in school buildings.
Scientific reports · 2023
Latest funding
- $3,461,244
Canadian Statistical Sciences Institute
NSERC · 2022 · Co-investigator
- $483,760
Canadian Statistical Sciences Institute DIS Bridge Funding Proposal
NSERC · 2021 · Co-investigator
14 publications.
Flexible statistical approaches for modeling nonlinear relationships in diabetes prediction using splines, Bayesian kernel regression and Bayesian regression trees.
Ranathungage TD, Blumer H, Muthukumarana S
Evaluation of a Game-Based Mechatronic Device for Rehabilitation of Hand-Arm Function in Children With Cerebral Palsy: Feasibility Randomized Controlled Trial.
Peramalaiah MK, Parmar ST, Sepehri N, Muthukumarana S, Kanitkar A, Hin CK, Szturm TJ
An anomaly detection method for identifying locations with abnormal behavior of temperature in school buildings.
Wickramasinghe A, Muthukumarana S, Schaubroeck M, Wanasundara SN
Discovering Long COVID Symptom Patterns: Association Rule Mining and Sentiment Analysis in Social Media Tweets.
Matharaarachchi S, Domaratzki M, Katz A, Muthukumarana S
Minimizing features while maintaining performance in data classification problems
Surani Matharaarachchi, Michael Domaratzki, Saman Muthukumarana
Temperature clusters in commercial buildings using k-means and time series clustering.
Wickramasinghe A, Muthukumarana S, Loewen D, Schaubroeck M
Assessing the impact of the density and sparsity of the network on community detection using a Gaussian mixture random partition graph generator.
Wickramasinghe A, Muthukumarana S
Model-based estimation of baseball batting metrics.
Wickramasinghe L, Leblanc A, Muthukumarana S
Bayesian Equivalence Testing and Meta-Analysis in Two-Arm Trials with Binary Data.
Kpekpena C, Muthukumarana S
Model-based methods for case definitions from administrative health data: application to rheumatoid arthritis.
Kroeker K, Widdifield J, Muthukumarana S, Jiang D, Lix LM
Canadian Statistical Sciences Institute
Principal investigators: Estep, Donald DJ
Keywords: actuarial science; biostatistics; collaboration; data science; interdisciplinary; multidisciplinary; research; statistics
Canadian Statistical Sciences Institute DIS Bridge Funding Proposal
Principal investigators: Estep, Donald
From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.
Frequent collaborators
- Lisa Lix and Gary Teare: 27 shared papers
- Lisa Lix and Depeng Jiang: 8 shared papers
- Lisa Lix and Jessica Widdifield: 5 shared papers
- Michael Domaratzki and Mike Domaratzki: 5 shared papers
- Lisa Lix and Saman Muthukumarana: 3 shared papers
- Lisa Lix and Evelyn Forget: 2 shared papers
- Gary Teare and Evelyn Forget: 2 shared papers
- Gary Teare and Saman Muthukumarana: 2 shared papers
- Michael Domaratzki and Saman Muthukumarana: 2 shared papers
- Evelyn Forget and Saman Muthukumarana: 2 shared papers
- Saman Muthukumarana and Mike Domaratzki: 2 shared papers
- Jessica Widdifield and Depeng Jiang: 1 shared paper
- Jessica Widdifield and Saman Muthukumarana: 1 shared paper
- Depeng Jiang and Saman Muthukumarana: 1 shared paper
- Nariman Sepehri and Saman Muthukumarana: 1 shared paper
- Michael Evans and Saman Muthukumarana: 1 shared paper
- Alexandre Leblanc and Saman Muthukumarana: 1 shared paper
- College of Community and Global Health
- Science
- Department of Computer Science
- Medicine
- Institute of Health Policy, Management, and Evaluation
- Department of Computer and Mathematical Sciences
- Department of Mechanical Engineering
Co-authors at University of Manitoba, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Lisa Lix
College of Community and Global Health
3 shared papers, latest 2017
Mike Domaratzki
Department of Computer Science
2 shared papers, latest 2022
Evelyn Forget
College of Community and Global Health
2 shared papers, latest 2017
Jacqueline Quail
Faculty
2 shared papers, latest 2017
Gary Teare
Medicine
2 shared papers, latest 2017
Michael Domaratzki
Department of Computer Science
2 shared papers, latest 2022
Depeng Jiang
College of Community and Global Health
1 shared papers, latest 2017
Alexandre Leblanc
Science
1 shared papers, latest 2021
Nariman Sepehri
Department of Mechanical Engineering
1 shared papers, latest 2025
Michael Evans
Department of Computer and Mathematical Sciences
1 shared papers, latest 2015
Tony Szturm
Faculty
1 shared papers, latest 2025
Alan Katz
Community Health Sciences
1 shared papers, latest 2022
Jessica Widdifield
Institute of Health Policy, Management, and Evaluation
1 shared papers, latest 2017
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.