.. SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
..
.. SPDX-License-Identifier: GPL-3.0-or-later

.. _mednet:

====================================================
 Computer-Aided Disease Detection from Medical Data
====================================================

.. todolist::

Benchmarks of convolutional neural network (CNN) architectures applied to
disease detection, including Pulmonary Tuberculosis (TB) detection on chest
X-rays (CXR).

Please use the BibTeX reference below to cite this work:

.. code:: bibtex

   @INPROCEEDINGS{raposo_union_2022,
      author = {Raposo, Geoffrey and Trajman, Anete and Anjos, Andr{\'{e}}},
      month = 11,
      title = {Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models},
      booktitle = {Union World Conference on Lung Health},
      year = {2022},
      date = {2022-11-01},
      organization = {The Union},
   }

   @TECHREPORT{Raposo_Idiap-Com-01-2021,
      author = {Raposo, Geoffrey},
      keywords = {deep learning, generalization, Interpretability, transfer learning, Tuberculosis Detection},
      projects = {Idiap},
      month = {7},
      title = {Active tuberculosis detection from frontal chest X-ray images},
      type = {Idiap-Com},
      number = {Idiap-Com-01-2021},
      year = {2021},
      institution = {Idiap},
      url = {https://gitlab.idiap.ch/biosignal/software/mednet},
      pdf = {https://publidiap.idiap.ch/downloads/reports/2021/Raposo_Idiap-Com-01-2021.pdf}
   }


User Guide
----------

.. toctree::
   :maxdepth: 2

   install
   usage/index
   results/index
   data-model
   references
   cli
   config
   api
   contribute


Indices and tables
------------------

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


.. include:: links.rst