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anamatoso/README.md

Hi 👋

I'm Ana, a biomedical engineer with experience in neuroimaging, machine learning, and signal processing. I'm eager to learn new ways of improving healthcare and I'm always up for a challenge.

In my master's thesis, I dealt with diffusion-weighted magnetic resonance images (MRI) to determine the structural connectivity changes in migraine using tractography algorithms. Currently, I'm doing my PhD in biomedical engineering working with applications of deep learning to MRI images in gliomas (brain tumors).

If you want to know more about my projects check my website.

Skills

I'm keen on:

I know the basics of:

Github Stats

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  1. connectivity-analysis-diffusion connectivity-analysis-diffusion Public

    This repository holds the code used in the paper: "Involvement of the cerebellum in structural connectivity enhancement in episodic migraine"

    MATLAB 1 1

  2. afonsof3rreira/SleepClassification afonsof3rreira/SleepClassification Public

    A project for classification of sleep stages.

    MATLAB

  3. fixel-based-analysis fixel-based-analysis Public

    Perform fixel based analysis on DWI data

    Python 2 1

  4. MachineLearningProject MachineLearningProject Public

    This project aimed at solving several problems using machine learning algorithms.

    Jupyter Notebook

  5. SIBD_projectE3 SIBD_projectE3 Public

    The third assignment (E3) consists of the development of SQL queries, integrity constraints and the creation of a web application prototype and OLAP queries (Data Analytics).

    Python

  6. AMC_project AMC_project Public

    This project aimed at inferring whether a patient has cancer based on their data. It consists of 2 applications: one for learning and one for predicting.

    Java