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lungs-segmentation

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Developed by

https://github.com/qchapp/lungs-segmentation

Code repository

Created: 10/03/2025

Published: 28/03/2025


fair level

This software has a level 3 in FAIR practice.

Overview

A deep-learning pipeline for automated lung segmentation in mice CT scans, aiding lung cancer research by isolating lung regions for more precise analysis.

Feature list

Application category


Processing

Supporting Data

lungs_ct

Demo sample

Executable Notebooks

Benchmark with classical approaches

In this notebook we are analysing the results of the project by comparing the classical approaches with the trained model.

Benchmark with classical approaches (COLAB with GPU)

In this notebook we are analysing the results of the project by comparing the classical approaches with the trained model.


Technical Details

Software requirements

Processor requirements

Operating systems

Programming languages

Image modality


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