Faculty profile
Dionne Aleman
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Research
Latest papers
Autosomal-dominant Roquin-1 immunodeficiency and hyperinflammation.
The Journal of allergy and clinical immunology · 2025
Explainable one-class feature extraction by adaptive resonance for anomaly detection in quality assurance.
PloS one · 2025
Surgeon- and hospital-level variation in wait times for scheduled non-urgent surgery in Ontario, Canada: A cross-sectional population-based study.
PloS one · 2024
Latest funding
- $208,000
A mathematically-driven framework for pandemic planning and management
NSERC · 2021 · Principal investigator
- $673,200
Using real-world data to simulate the effects of efficient referral strategies on wait times for elective surgery in Canada
CIHR · 2019 · Co-investigator
- $276,283
Advancing Personalized Cancer Care with an Automated Radiomics-Based Radiation Therapy Method
CIHR · 2016 · Co-investigator
5 publications.
Autosomal-dominant Roquin-1 immunodeficiency and hyperinflammation.
Nahum A, Sharfe N, Merico D, Williams KW, Aleman D, Marshall CR, Al Shaqaq A, Al Ghamdi A, Dadi H, Vong L, Betschel S, Roifman CM
Explainable one-class feature extraction by adaptive resonance for anomaly detection in quality assurance.
Kamran H, Aleman D, McIntosh C, Purdie T
Surgeon- and hospital-level variation in wait times for scheduled non-urgent surgery in Ontario, Canada: A cross-sectional population-based study.
de Jager P, Aleman D, Baxter N, Bell C, Bodur M, Calzavara A, Campbell R, Carter M, Emerson S, Gagliardi A, Irish J, Martin D, Lee S, SaxeBraithwaite M, Seyedi P, Takata J, Yang S, Zanchetta C, Urbach DR
Plan Assessment Metrics for Dose Painting in Stereotactic Radiosurgery.
Tham BZ, Aleman D, Nordström H, Nygren N, Coolens C
The Complexity of Transferring Remote Monitoring and Virtual Care Technology Between Countries: Lessons From an International Workshop.
Pham Q, Wong D, Pfisterer KJ, Aleman D, Bansback N, Cafazzo JA, Casson AJ, Chan B, Dixon W, Kakaroumpas G, Lindner C, Peek N, Potts HW, Ribeiro B, Seto E, Stockton-Powdrell C, Thompson A, van der Veer S
A mathematically-driven framework for pandemic planning and management
Principal investigators: Aleman, Dionne
Keywords: pandemic planning; medical decision-making; policy optimization; agent-based simulation; network optimization; critical node detection; response surface optimization; machine learning; rule mining
Using real-world data to simulate the effects of efficient referral strategies on wait times for elective surgery in Canada
Principal investigators: Urbach, David R
Keywords: Access To Care; Discrete Event Simulation; Health Services Research; Operations Research; Simulation; Surgery; Sustainability Of Health Care; Wait Times
Advancing Personalized Cancer Care with an Automated Radiomics-Based Radiation Therapy Method
Principal investigators: Purdie, Thomas G; Chan, Timothy; Ward, Aaron
Keywords: 1101 Human Health; 1211 Medical And Health Sciences; 2603 Computer Vision; 2715 Optimization; Automation; Knowledge-Based Radiation Treatment Planning; Medical Image Analysis; Medical Physics; Personalized Cancer Medicine; Radiation Oncology
Optimizing advanced stereotactic radiosurgery techniques for brain cancer treatment
Principal investigators: Aleman, Dionne
Improving Quality and Patient Safety in Radiation Therapy by Integrating Multi-Disciplinary Criteria into an Artificial Intelligence System
Principal investigators: Purdie, Thomas G; Jurisica, Igor
Keywords: 1211 Medical And Health Sciences; 2603 Computer Vision; 2605 Pattern Analysis And Machine Intelligence; 2804 Expert Systems; 9000 Health Sciences; Automation; Medical Physics; Patient Safety; Quality Assurance; Radiation Oncology
Optimization methods for total marrow irradiation using intensity modulated radiation therapy
Principal investigators: Aleman, Dionne
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
- Emily Seto and Quynh Pham: 7 shared papers
- Robert Campbell and Anna Gagliardi: 1 shared paper
- Robert Campbell and Chaim Bell: 1 shared paper
- Robert Campbell and Jonathan Irish: 1 shared paper
- Robert Campbell and Michael Carter: 1 shared paper
- Robert Campbell and Danielle Martin: 1 shared paper
- Robert Campbell and Merve Bodur: 1 shared paper
- Robert Campbell and Dionne Aleman: 1 shared paper
- Emily Seto and Danielle Martin: 1 shared paper
- Emily Seto and Dionne Aleman: 1 shared paper
- Anna Gagliardi and Chaim Bell: 1 shared paper
- Anna Gagliardi and Jonathan Irish: 1 shared paper
- Anna Gagliardi and Michael Carter: 1 shared paper
- Anna Gagliardi and Danielle Martin: 1 shared paper
- Anna Gagliardi and Merve Bodur: 1 shared paper
- Anna Gagliardi and Dionne Aleman: 1 shared paper
- Chaim Bell and Jonathan Irish: 1 shared paper
- Chaim Bell and Michael Carter: 1 shared paper
- Chaim Bell and Merve Bodur: 1 shared paper
- Chaim Bell and Dionne Aleman: 1 shared paper
- Catherine Coolens and Dionne Aleman: 1 shared paper
- Jonathan Irish and Dionne Aleman: 1 shared paper
- Quynh Pham and Dionne Aleman: 1 shared paper
- Michael Carter and Dionne Aleman: 1 shared paper
- Danielle Martin and Dionne Aleman: 1 shared paper
- Stephen Betschel and Dionne Aleman: 1 shared paper
- Chris McIntosh and Dionne Aleman: 1 shared paper
- Merve Bodur and Dionne Aleman: 1 shared paper
- Mechanical and Industrial Engineering
- Institute of Health Policy, Management, and Evaluation
- Department of Radiation Oncology
- Department of Medical Biophysics
- Centre for Urban Health Solutions
- Department of Otolaryngology - Head and Neck Surgery
- Ophthalmology
- Other
Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Robert Campbell
Ophthalmology
1 shared papers, latest 2024
Emily Seto
Institute of Health Policy, Management, and Evaluation
1 shared papers, latest 2023
Anna Gagliardi
Faculty
1 shared papers, latest 2024
Chaim Bell
Faculty
1 shared papers, latest 2024
Catherine Coolens
Department of Radiation Oncology
1 shared papers, latest 2023
Jonathan Irish
Department of Otolaryngology - Head and Neck Surgery
1 shared papers, latest 2024
Quynh Pham
Institute of Health Policy, Management, and Evaluation
1 shared papers, latest 2023
Michael Carter
Mechanical and Industrial Engineering
1 shared papers, latest 2024
Danielle Martin
Centre for Urban Health Solutions
1 shared papers, latest 2024
Stephen Betschel
Department of Medicine
1 shared papers, latest 2025
Chris McIntosh
Department of Medical Biophysics
1 shared papers, latest 2025
Merve Bodur
Mechanical and Industrial Engineering
1 shared papers, latest 2024
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