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 References
============

.. [MONTGOMERY-SHENZHEN-2014] *Jaeger S, Candemir S, Antani S, Wáng YX, Lu PX,
   Thoma G.*, **Two public chest X-ray datasets for computer-aided screening of
   pulmonary diseases.**, Quant Imaging Med Surg. 2014;4(6):475‐477.
   https://dx.doi.org/10.3978%2Fj.issn.2223-4292.2014.11.20

.. [INDIAN-2013] https://sourceforge.net/projects/tbxpredict/

.. [PASA-2019] *Pasa, F., Golkov, V., Pfeiffer, F. et al.*,
   **Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis
   Screening and Visualization.** Sci Rep 9, 6268 (2019).
   https://doi.org/10.1038/s41598-019-42557-4

.. [SIMARD-2003] *P. Y. Simard, D. Steinkraus and J. C. Platt*,
   **Best practices for convolutional neural networks applied to visual
   document analysis**, Seventh International Conference on Document Analysis
   and Recognition, 2003. Proceedings., Edinburgh, UK, 2003, pp. 958-963.
   https://doi.org/10.1109/ICDAR.2003.1227801

.. [CHEXNEXT-2018] *Rajpurkar Pranav, Jeremy Irvin, Robyn L. Ball, Kaylie Zhu,
   Brandon Yang, Hershel Mehta, Tony Duan, et al.*, **Deep Learning for Chest
   Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm
   to Practicing Radiologists**. PLOS Medicine 15, nᵒ 11 (20 november 2018):
   e1002686. https://doi.org/10.1371/journal.pmed.1002686

.. [NIH-CXR14-2017] *Xiaosong Wang et al.*, **ChestX-Ray8: Hospital-Scale
   Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification
   and Localization of Common Thorax Diseases.** 2017 IEEE Conference on
   Computer Vision and Pattern Recognition (CVPR). 2017 IEEE Conference on
   Computer Vision and Pattern Recognition (CVPR). Honolulu, HI: IEEE,
   July 2017, pp. 3462–3471. doi: 10.1109/CVPR.2017.369.
   http://ieeexplore.ieee.org/document/8099852/

.. [PADCHEST-2019] *Aurelia Bustos et al.*, **PadChest: A large chest x-ray
   image dataset with multi-label annotated reports** Medical Image Analysis,
   Volume 66, 2020, 101797, ISSN 1361-8415. doi: 10.1016/j.media.2020.101797.
   https://www.sciencedirect.com/science/article/abs/pii/S1361841520301614

.. [GOUTTE-2005] *C. Goutte and E. Gaussier*, **A probabilistic interpretation
   of precision, recall and F-score, with implication for evaluation**,
   European conference on Advances in Information Retrieval Research, 2005.
   https://doi.org/10.1007/978-3-540-31865-1_25

.. [TB-POC-2018] *Griesel, Rulan and Stewart, Annemie and van der Plas, Helen
   and Sikhondze, Welile and Rangaka, Molebogeng X and Nicol, Mark P and
   Kengne, Andre P and Mendelson, Marc and Maartens, Gary*, **Optimizing
   Tuberculosis Diagnosis in Human Immunodeficiency Virus–Infected Inpatients
   Meeting the Criteria of Seriously Ill in the World Health Organization
   Algorithm**, Clinical Infectious Diseases, 2017.
   https://doi.org/10.1093/cid/cix988

.. [HIV-TB-2019] *Van Hoving, D. J. et al.*, **Brief report: real-world
   performance and interobserver agreement of urine lipoarabinomannan in
   diagnosing HIV-Associated tuberculosis in an emergency center.**,
   J. Acquir. Immune Defic. Syndr. 1999 81, e10–e14 (2019).