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General Information
| Full Name | Helder C. R. de Oliveira |
| Nationality | Brazilian |
| Languages | Portuguese (native), English (CLB 8), and Italian (beginner) |
Research Areas
- Medical imaging with a focus on machine learning and computer vision.
Education
-
2019-now
University of Calgary, Canada – Postdoctoral Fellow.
- Dept. of Electrical and Software Engineering.
- Biometric Technologies Laboratory.
- I do research on topics related to Bayesian networks.
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2016-2019
Ph.D. in Electrical Engineering, University of São Paulo (USP), Brazil.
- WES Canadian equivalent: Doctorate degree.
- Thesis: "New Approaches for Automatic Detection of Architectural Distortion in Digital Mammography and Digital Breast Tomosynthesis".
- Sandwich period at University of Rome - Tor Vergata, Italy, under supervision of professor Arianna Mencattini and funded by Erasmus Mundus program, from Dec/2016 to Jun/2017.
-
2014-2015
M.Sc. in Electrical Engineering, University of São Paulo (USP), Brazil.
- WES Canadian equivalent: Master’s degree.
- Thesis: "Proposal of Radiation Dose Reduction in Digital Mammography Using New Algorithms for Poisson Noise Filtering".
-
2009-2013
B.S. in Computer Science, São Paulo State University (UNESP), Brazil.
- WES Canadian equivalent: Bachelor's degree - four years.
- Thesis: "Desenvolvimento de um Framework para o Reconhecimento Óptico de Caracteres". (PDF) (Slides) (Source Code).
Software Development Skills
- Programming Languages: Python, MATLAB, R, C, C++
- Libraries: Jupyter Notebook, Numpy, Scipy, Matplotlib, StatsModels, Scikit-Learn, Scikit-Image, Seaborn, TensorFlow, Keras, PyAgrum, Semopy.
Services
Journal / Reviewer
- 2018 - present: International Journal of Medical Informatics.
- 2020 - present: Scientific Reports.
- 2020 - present: Computers in Biology and Medicine.
- 2020 - present: IEEE Access.
- 2021 - present: IEEE Computational Intelligence Magazine (CIM).
- 2021 - present: MDPI Biosensors.
- 2021 - present: MDPI Biomolecules.
- 2021 - present: MDPI Big Data and Cognitive Computing.
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Conferences / Reviewer
- 2021: IEEE Int'l Conf. on Autonomous Systems (IEEE ICAS).
- 2020: IEEE Int'l Conf. on Systems, Man, and Cybernetics (IEEE SMC).
- 2020-2021: IEEE Symp. Series on Computational Intelligence (IEEE SSCI).
Other Interests
- Hobbies: Philately (the art of collecting stamps).