Dr. Mariana Bento, PhD
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PhD Computer Engineering, University of Campinas (UNICAMP), 2016,
MSc Computer Engineering, University of Campinas (UNICAMP), 2012,
BSc Teleinformatics Engineering, Federal University of Ceara (UFC), 2010,
Mariana Bento is an Assistant Professor at the Electrical and Software at the University of Calgary. Previously, she served as a postdoctoral fellow in Radiology and Clinical Neuroscience at the University of Calgary. She did her doctorate (2016) in the Faculty of Electrical and Computer Engineering at the University of Campinas with an internship at the University of Calgary, and master's (2013) in the same faculty with an internship at the University of Pennsylvania. She finished her bachelor's in Teleinformatics Engineering at the top of her class at the Federal University of Ceará (2011). Since 2011, she has been working with machine learning, deep learning for medical imaging. Topics of interest are brain abnormalities, heterogeneous datasets, MR imaging quality assessment, and interpretability of deep learning approaches on medical imaging applications.
Areas of Research
Participation in university strategic initiatives
- Research Scholar Fellowship, Principal, Canadian Open Neuroscience Platform. 2021
- Prediction of multiple sclerosis disability worsening scores using multi-stream deep learning, Collaborator, Canadian Institutes of Health Research. 2020
- Donald Burns and Louise Berlin Postdoctoral Fellowship in Dementia Research, Principal, Hotchkiss Brain Institute. 2017
- Travel award to attend The International Society of Vascular Behavioral and Cognitive Disorders, Canadian Institutes of Health Research. 2018
- CAPES Postdoctoral Fellowship, Principal, Special Visiting Professor Program. 2017
- International Santander Mobility Scholarship, Internship at the University of Pennsylvania with Jayaram Udupa, PhD, Principal. 2012
- Best Oral Presentation, Conference about Equipment Technology (COTEQ/ABENDE). 2009
- Fantini, I., Yasuda, C., Bento, M., et al. Computerized Medical Imaging and Graphics. (2021)
- Herrera, W., Pereira, M., Bento, M., et al.. Elsevier Journal of Neuroscience Methods. (2020)
- Souza, R., Bento, M., et al.. Elsevier Magnetic Resonance Imaging Access. (2020)
- Bento, M., et al.. Magnetic Resonance Imaging. (2021)
- Kuijf, H., Biesbroek, J., Bresser, J., Heinen, R., Andermatt, S., Bento, M., et. al.. IEEE Transactions on Medical Imaging. (2019)
- Bento, M., Souza, R. and Frayne, R. . Oral presentation in SPIE Medical Imaging. (2019)
- Bento, M., Souza, R. and Frayne, R. . Oral presentation in 31st Conference on Graphics, Patterns and Images. (2018)
- Leite, M. P. B., et al. . Journal of Medical Imaging. (2015)