Projects
Right below you can see some of the projects I have worked on and ended up in a scientific paper. Further down on this page are some toy projects made just to learn some other techniques.
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.
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices
Journal: Biomedical Signal Processing and Control.
Exploratory learning with convolutional autoencoder for discrimination of architectural distortion in digital mammography
Conference: SPIE Medical Imaging 2019: Computer-Aided Diagnosis.
Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography
Conference: SPIE Medical Imaging 2018: Computer-Aided Diagnosis.
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.
Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography
Conference: 2015 IEEE 28th Intl Symp. on Computer-Based Medical Systems.
Code.
Feasibility study of dose reduction in digital breast tomosynthesis using non-local denoising algorithms
Conference: SPIE Medical Imaging 2015: Physics of Medical Imaging.
Toy projects
Here are projects made for experimental purposes. I do them when I'm learning something new or I just want to try some techniques.
Click on the images to go to respective Github repository.
