Faculty profile
Mariana Bento
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Calgary directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Responsible AI for Acute Stroke Management.
Stroke · 2026 · senior author
Geographic and demographic gaps in publicly available Alzheimer's disease datasets: A large language model-based discovery and analysis.
Digital health · 2026 · senior author
Three-Dimensional Deep Learning with Routine Brain Magnetic Resonance Imaging and Clinical Data for Identification of Secondary Progressive Multiple Sclerosis.
Brain sciences · 2026
15 publications.
Responsible AI for Acute Stroke Management.
Lin J, Aktar M, Baazaoui H, Wegener S, Souza R, Rittner L, Ospel J, Bento M
Geographic and demographic gaps in publicly available Alzheimer's disease datasets: A large language model-based discovery and analysis.
Singhal M, Lin J, Delehanty M, Karimi A, Rittner L, Bento M
Three-Dimensional Deep Learning with Routine Brain Magnetic Resonance Imaging and Clinical Data for Identification of Secondary Progressive Multiple Sclerosis.
Soleymani M, Oladosu O, Salman S, Rashid M, Bento M, Zhang Y
Enhancing and accelerating brain MRI through deep learning reconstruction using prior subject-specific imaging.
Shamaei A, Stebner A, Bosshart SL, Ospel J, Ginde G, Bento M, Souza R
The Role of Artificial Intelligence in Acute Stroke Imaging: Current Status and Future Directions.
Kindleman B, Aboyoussef Z, Das A, Aktar M, Souza R, Ospel J, Bento M
A visual journey through medium vessel occlusion strokes: From diagnosis to treatment.
Stebner A, Bosshart SL, Fujiwara S, Souza R, Bento M, Ospel J
Sex differences in brain MRI using deep learning toward fairer healthcare outcomes.
Dibaji M, Ospel J, Souza R, Bento M
Deep learning for detecting prenatal alcohol exposure in pediatric brain MRI: a transfer learning approach with explainability insights.
Das A, Duarte K, Lebel C, Bento M
Alzheimer Disease Detection Studies: Perspective on Multi-Modal Data.
Dehghani F, Derafshi R, Lin J, Bayat S, Bento M
Harmonization of multi-scanner in vivo magnetic resonance spectroscopy: ENIGMA consortium task group considerations.
Harris AD, Amiri H, Bento M, Cohen R, Ching CRK, Cudalbu C, Dennis EL, Doose A, Ehrlich S, Kirov II, Mekle R, Oeltzschner G, Porges E, Souza R, Tam FI, Taylor B, Thompson PM, Quidé Y, Wilde EA, Williamson J, Lin AP, Bartnik-Olson B
Frequent collaborators
- Catherine Lebel and Roberto Souza: 8 shared papers
- Richard Frayne and Roberto Souza: 8 shared papers
- Roberto Souza and Mariana Bento: 8 shared papers
- Johanna Ospel and Roberto Souza: 5 shared papers
- Johanna Ospel and Mariana Bento: 5 shared papers
- Richard Frayne and Mariana Bento: 3 shared papers
- Catherine Lebel and Richard Frayne: 2 shared papers
- Yunyan Zhang and Mariana Bento: 2 shared papers
- Catherine Lebel and Yunyan Zhang: 1 shared paper
- Catherine Lebel and Mariana Bento: 1 shared paper
- Richard Frayne and Yunyan Zhang: 1 shared paper
- Sayeh Bayat and Mariana Bento: 1 shared paper
- Radiology
- Electrical and Software Engineering
- Biomedical Engineering
Co-authors at University of Calgary, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Roberto Souza
Electrical and Software Engineering
8 shared papers, latest 2026
Johanna Ospel
Radiology
5 shared papers, latest 2026
Richard Frayne
Radiology
3 shared papers, latest 2021
Yunyan Zhang
Radiology
2 shared papers, latest 2026
Catherine Lebel
Radiology
1 shared papers, latest 2024
Sayeh Bayat
Biomedical Engineering
1 shared papers, latest 2024
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