Patents by Inventor Fumbeya Marungo

Fumbeya Marungo 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).

  • Method, system and computer-readable media for treatment plan risk analysis
    Patent number: 11495355
    Abstract: A method, system and computer readable medium of: providing feature data of at least one organ at risk or target volume of said patient from a database of non-transitory data stored on a data storage device of prior patients data; generating, using a data processor, a distribution of dose points of the at least one organ at risk or target volume of said patient based on said feature data; calculating, using the data processor, at least one of (i) a probability of toxicity for the at least one organ at risk or (ii) a probability of treatment failure for the at least one target volume, based on said distribution of dose points; assessing, using the data processor, a dosimetric-outcome relationship based on the calculated probability; and automatically formulating, using the data processor, a treatment plan using the dosimetric-outcome relationship to minimize the at least one treatment-related risk.
    Type: Grant
    Filed: May 15, 2015
    Date of Patent: November 8, 2022
    Assignee: The Johns Hopkins University
    Inventors: Todd McNutt, Joseph Moore, Scott Robertson, Fumbeya Marungo
  • METHOD, SYSTEM AND COMPUTER-READABLE MEDIA FOR TREATMENT PLAN RISK ANALYSIS
    Publication number: 20170083682
    Abstract: A method, system and computer readable medium of: providing feature data of at least one organ at risk or target volume of said patient from a database of non-transitory data stored on a data storage device of prior patients data; generating, using a data processor, a distribution of dose points of the at least one organ at risk or target volume of said patient based on said feature data; calculating, using the data processor, at least one of (i) a probability of toxicity for the at least one organ at risk or (ii) a probability of treatment failure for the at least one target volume, based on said distribution of dose points; assessing, using the data processor, a dosimetric-outcome relationship based on the calculated probability; and automatically formulating, using the data processor, a treatment plan using the dosimetric-outcome relationship to minimize the at least one treatment-related risk.
    Type: Application
    Filed: May 15, 2015
    Publication date: March 23, 2017
    Inventors: Todd McNutt, Joseph Moore, Scott Robertson, Fumbeya Marungo