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vladzalevskyi/README.md

Hey there 👋

I am a PhD student at the University of Lausanne | Center for Biomedical Imaging.

  • 🧠 I'm currently working on a project aiming to tackle domain shifts that arise when using DL models in pediatric neuroimaging, in tasks like super-resolution reconstruction, brain tissue segmentation and quality control.

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  1. central-sulcus-analysis central-sulcus-analysis Public

    Repository containing source code of the master thesis: "Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation"

    Jupyter Notebook

  2. skin-lesion-cad skin-lesion-cad Public

    Source code and reports for the "Skin Lesion Classification" challenge for the Computer Aided Diagnistucs course at the University of Girona for the MAIA programme.

    Jupyter Notebook 2

  3. brain-segmentation brain-segmentation Public

    This repository contrains source code and the report for the Brain Segmentation challenge. It was the final assignment for the Medical Image Segmentation and Analysis course at the University of Gi…

    Jupyter Notebook 4 1

  4. calcification-detection calcification-detection Public

    Forked from joaco18/calc-det

    Calcification Detection Model's Implementation and Comparison for Digital Mammograms

    Jupyter Notebook

  5. lung-ct-registration lung-ct-registration Public

    This repository contrains source code and the report for the COPD lung CT registration challenge. It was the final assignment for the Medical Image Registration and Analysis course at the Universit…

    Jupyter Notebook 4 1

  6. bMRI_analyzer bMRI_analyzer Public

    Coursework project for the 3rd year of my bachelors implementing a front-end and back-end website using microservice architecture, REST API for DL models, Docker and FastAI

    Python 1