Patents by Inventor Mina Chung

Mina Chung 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).

  • Prediction of risk of post-ablation atrial fibrillation based on radiographic features of pulmonary vein morphology from chest imaging
    Patent number: 11540796
    Abstract: Embodiments discussed herein facilitate generation of a prognosis for recurrence or non-recurrence of atrial fibrillation (AF) after pulmonary vein isolation (PVI). A first set of embodiments discussed herein relates to training of a machine learning classifier to determine a prognosis for AF after PVI based on radiographic images, alone or in combination with clinical features. A second set of embodiments discussed herein relates to determination of a prognosis for a patient for AF after PVI based on radiographic images, alone or in combination with clinical features.
    Type: Grant
    Filed: March 25, 2019
    Date of Patent: January 3, 2023
    Assignees: Case Western Reserve University, The Cleveland Clinic Foundation
    Inventors: Anant Madabhushi, Michael LaBarbera, Thomas Atta-Fosu, Mina Chung
  • PREDICTION OF RISK OF POST-ABLATION ATRIAL FIBRILLATION BASED ON RADIOGRAPHIC FEATURES OF PULMONARY VEIN MORPHOLOGY FROM CHEST IMAGING
    Publication number: 20190357869
    Abstract: Embodiments discussed herein facilitate generation of a prognosis for recurrence or non-recurrence of atrial fibrillation (AF) after pulmonary vein isolation (PVI). A first set of embodiments discussed herein relates to training of a machine learning classifier to determine a prognosis for AF after PVI based on radiographic images, alone or in combination with clinical features. A second set of embodiments discussed herein relates to determination of a prognosis for a patient for AF after PVI based on radiographic images, alone or in combination with clinical features.
    Type: Application
    Filed: March 25, 2019
    Publication date: November 28, 2019
    Inventors: Anant Madabhushi, Michael LaBarbera, Thomas Atta-Fosu, Mina Chung