Welcome to the MEDiml documentation!
=======================================

.. image:: /figures/pakcage-overview.png
   :width: 100%


``MEDiml`` is a comprehensive tool, for processing and extracting features from medical images. It also supports the training, evaluation, 
and optimality analysis, streamlining radiomics approaches. It complies with `international radiomic feature extraction standards \
<https://pubs.rsna.org/doi/10.1148/radiol.2020191145>`_  and `international standards for convolotuional filters \
<https://pubs.rsna.org/doi/epdf/10.1148/radiol.231319>`_ in the context of radiomics.

``MEDiml`` also uses an interactive, easy-to-install application (see image below) that grants users access to all software modules. Find more details `here \
<https://medomicslab.gitbook.io/medomicslab-docs/tutorials/radiomics>`_

.. carousel::
   :show_controls:
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   .. image:: /figures/InterfaceMEDimage.JPG
      :width: 500
      :target: https://medomicslab.gitbook.io/mediml-app-docs/learning

   .. image:: /figures/MEDimage-app-be.png
      :width: 500
      :target: https://medomicslab.gitbook.io/mediml-app-docs/radiomics/feature-extraction

   .. image:: /figures/MEDimage-app-dm.png
      :width: 500
      :target: https://medomicslab.gitbook.io/mediml-app-docs/radiomics/data-processing

.. toctree::
   :maxdepth: 2
   :caption: Getting started

   Installation
   configurations_file
   csv_file
   input_data

.. toctree::
   :maxdepth: 1
   :caption: Tutorials

   tutorials

.. toctree::
   :maxdepth: 1
   :caption: Contents

   modules

.. toctree::
   :maxdepth: 1
   :caption: Developer section

   License
   FAQs

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`