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A supervised autoencoder and its GUI for cost-less thyroid nodule prognosis.

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CyprienGille/Diagnostic-SAE-GUI

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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).

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A supervised autoencoder and its GUI for cost-less thyroid nodule prognosis.

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