Experience in developing and implementing an oncological formations searching system using artificial intelligence with the example of X‑ray computed tomography of the lungs

Published: 2019-10-04

    Artificial intelligence in health care
  • The experience of creating and implementing AI system Botkin.AI for identifying pulmonary nodules according to CT
    data is considered. The main parameters of the model are described, the results of pilot projects of platform practical application in several regions of the Russian Federation are presented. Examples of a platform application for identifying pulmonary nodules with various size and localization are given. During pilot projects in the regions, 7 patients with high suspicion of pulmonary malignancy were identified. The results and experience show that the applying of the Botkin.AI system can be used both for the implementation of regional lung cancer screening programs and as an additional tool to increase the lung cancer detections with introducing automatic revision of chest CT data, regardless of these studies indications.

    Authors: Drokin I. S. [1] Ericheva E. V. [1] Bukhvalov O. L. [1] Pilius P. S. [1] Malygina T. S. [1] Sinitsyn V. E. [1]

    Tags: artificial intelligence6 computed tomography1 human-ai loop1 lung cancer1 neural networks7 screening1

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