Patents by Inventor Anton BASKANOV

Anton BASKANOV has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Machine learning dental segmentation methods using sparse voxel representations
    Patent number: 11903793
    Abstract: Methods for automatically segmenting a 3D model of a patient's teeth may include scanning a patient's dentition and converting the scan data into a 3D model, including a sparse voxel representation of the 3D model. Features can be extracted from the sparse voxel representation of the 3D model and input into a machine learning model to train the machine learning model to segment the 3D model into individual dental components.
    Type: Grant
    Filed: December 30, 2020
    Date of Patent: February 20, 2024
    Assignee: Align Technology, Inc.
    Inventors: Christopher E. Cramer, Roman Gudchenko, Dmitrii Ischeykin, Vasily Paraketsov, Sergey Grebenkin, Denis Durdin, Dmitry Guskov, Nikolay Zhirnov, Mikhail Gorodilov, Ivan Potapenko, Anton Baskanov, Elizaveta Ulianenko, Alexander Vovchenko, Roman Solovyev, Aleksandr Sergeevich Karsakov, Aleksandr Anikin, Mikhail Toporkov
  • MACHINE LEARNING DENTAL SEGMENTATION SYSTEM AND METHODS USING SPARSE VOXEL REPRESENTATIONS
    Publication number: 20210196434
    Abstract: Provided herein are systems and methods for automatically segmenting a 3D model of a patient's teeth. A patient's dentition may be scanned. The scan data may be converted into a 3D model, including a sparse voxel representation of the 3D model. Features can be extracted from the sparse voxel representation of the 3D model and input into a machine learning model to train the machine learning model to segment the 3D model into individual dental components.
    Type: Application
    Filed: December 30, 2020
    Publication date: July 1, 2021
    Inventors: Christopher E. CRAMER, Roman GUDCHENKO, Dmitrii ISCHEYKIN, Vasily PARAKETSOV, Sergey GREBENKIN, Denis DURDIN, Dmitry GUSKOV, Nikolay ZHIRNOV, Mikhail GORODILOV, Ivan POTAPENKO, Anton BASKANOV, Elizaveta BORD, Alexander VOVCHENKO, Roman SOLOVYEV, Aleksandr Sergeevich KARSAKOV, Aleksandr ANIKIN, Mikhail TOPORKOV