Patents by Inventor Ahmad Algohary

Ahmad Algohary 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).

  • Predicting prostate cancer risk of progression with multiparametric magnetic resonance imaging using machine learning and peritumoral radiomics
    Patent number: 11011265
    Abstract: Embodiments facilitate stratification of a patient according to prostate cancer (PCa) risk. A first set of embodiments relates to training of a machine learning classifier to compute a probability that a patient has a low-risk of PCa progression based on intratumoral radiomic features and peritumoral radiomic features extracted from multi-parametric magnetic resonance imaging (mpMRI) images. A second set of embodiments relates to classifying a patient as low-risk of PCa progression, or high-risk of PCa progression, based on radiomic features extracted from mpMRI imagery of the patient.
    Type: Grant
    Filed: April 26, 2019
    Date of Patent: May 18, 2021
    Assignee: Case Western Reserve University
    Inventors: Anant Madabhushi, Ahmad Algohary, Rakesh Shiradkar
  • PREDICTING PROSTATE CANCER RISK OF PROGRESSION WITH MULTIPARAMETRIC MAGNETIC RESONANCE IMAGING USING MACHINE LEARNING AND PERITUMORAL RADIOMICS
    Publication number: 20200005931
    Abstract: Embodiments facilitate stratification of a patient according to prostate cancer (PCa) risk. A first set of embodiments relates to training of a machine learning classifier to compute a probability that a patient has a low-risk of PCa progression based on intratumoral radiomic features and peritumoral radiomic features extracted from multi-parametric magnetic resonance imaging (mpMRI) images. A second set of embodiments relates to classifying a patient as low-risk of PCa progression, or high-risk of PCa progression, based on radiomic features extracted from mpMRI imagery of the patient.
    Type: Application
    Filed: April 26, 2019
    Publication date: January 2, 2020
    Inventors: Anant Madabhushi, Ahmad Algohary, Rakesh Shiradkar