Helder C. R. Oliveira

I am a Postdoctoral Fellow at the University of Calgary where I work with Bayesian networks.

My background is in medical imaging (mammography and digital breast tomosynthesis), machine learning and computer vision. My work with mammography aimed to detect "architectural distortion of the breast", a very sublet sign of what could become breast cancer. I also worked with denoising filters (BM3D, NLM, Wavelet based) to remove spared noise when the mammography is acquired with a low radiation dose.

news

Nov 13, 2021

New web page layout!


projects

some of the projects I have worked on
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Decision Support for Infection Outbreak Analysis: the case of the Diamond Princess cruise ship

Conference: 2021 IEEE Symp. Series on Computational Intelligence (SSCI).
Code or Jupyter Notebook.

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Validation of no-reference image quality index for the assessment of digital mammographic images

Conference: SPIE Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment.

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Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography

Conference: 2015 IEEE 28th Intl Symp. on Computer-Based Medical Systems.
Code.