https://github.com/cypriengille/diagnostic-sae-gui

A supervised autoencoder and its GUI for cost-less thyroid nodule prognosis.
https://github.com/cypriengille/diagnostic-sae-gui

autoencoder categorical-data gui thyroid-malignancies

Last synced: 11 days ago
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A supervised autoencoder and its GUI for cost-less thyroid nodule prognosis.

• Host: GitHub
• URL: https://github.com/cypriengille/diagnostic-sae-gui
• Owner: CyprienGille
• License: mit
• Created: 2022-08-27T09:37:53.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-06-14T12:01:30.000Z (over 1 year ago)
• Last Synced: 2024-11-28T14:39:18.942Z (2 months ago)
• Topics: autoencoder, categorical-data, gui, thyroid-malignancies
• Language: Python
• Homepage:
• Size: 120 KB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Diagnostic-SAE-GUI

This is the code to reproduce the Graphical User Interface presented in:

> *Computational Intelligence using a Supervised Autoencoder Neural Network with multi-categorical medical data for Thyroid Nodule Diagnosis.*, Gille C., D'Andrea G., Pourcher T., Barlaud M. (2023)

Note : this GUI is only a proof-of-concept.

## Repository contents

- GUI script

- Helper functions and utilities (`functions` folder)

- Dataset and toy data (`data` folder).