Patents Assigned to AMPEL, LLC
  • Unsupervised machine learning methods for classifying a lupus disease state of a subject
    Patent number: 12718954
    Abstract: The present disclosure provides systems and methods for classifying lupus disease state of a patient is disclosed. The method can include analyzing a patient data set comprising or derived from gene expression measurements data of at least 2 genes, from a biological sample obtained or derived from the patient, to classify the lupus disease state of the patient. The at least 2 genes can be selected from Tables 17-1 to 17-30, and/or Tables 24-1 to 24-30.
    Type: Grant
    Filed: August 15, 2024
    Date of Patent: August 25, 2026
    Assignee: AMPEL, LLC
    Inventors: Robert Robl, Prathyusha Bachali, Amrie C. Grammer, Peter E. Lipsky