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vagapython's Introduction

Vaga Python

  1. Rodar "pip install -r requirements.txt" para baixar as dependencias

  2. Para rodar o projeto, dentro da pasta principal, executar "python src/main.py"

Teste para a vaga de estágio em Python.

Você irá escrever uma classe que:

  • Realiza a leitura das imagens DICOM (DICOM é um formato de imagem usado na medicina)

  • Para cada imagem realizar 5 crops e calcular a média e desvio padrão dos Números de Housfield.

  • Retornar um objeto json contendo uma identificação única da imagem e cada uma das regiões onde foi realizados os cálculo.

Observações:

Para realizar a leitura dicom, você irá usar a biblioteca pydicom: https://pydicom.github.io/pydicom/stable/tutorials/installation.html Exemplos de leitura do DICOM https://pydicom.github.io/pydicom/stable/auto_examples/input_output/plot_read_dicom.html Exemplos de Tags Dicom https://dicom.innolitics.com/ciods/ct-image O crop será conforme ilustra a figura abaixo, para cada quadrado amarelo, você irá calcular a média dos numeros de hounsfield e o desvio padrão de cada região.

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