Patents by Inventor Huber Martin

Huber Martin 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).

  • Medical ontologies for machine learning and decision support
    Patent number: 7899764
    Abstract: A medical ontology may be used for computer assisted clinical decision support. Multi-level and/or semantically grouped medical ontology is incorporated into a machine learning algorithm. The resulting machine-learnt algorithm outputs information to assist in clinical decisions. For example, a patient record is input to the algorithm. Based on the incorporated medical ontology, similarities are aggregated in different groups. An aggregate similarity of at least one group is a function of an aggregate similarity of at least another group. One or more similar patients and/or outcomes are identified based on similarity. Probability based outputs may be provided.
    Type: Grant
    Filed: June 15, 2007
    Date of Patent: March 1, 2011
    Assignee: Siemens Aktiengesellschaft
    Inventors: Huber Martin, Alexey Tsymbal, Sonja Zillner
  • MEDICAL ONTOLOGIES FOR MACHINE LEARNING AND DECISION SUPPORT
    Publication number: 20080201280
    Abstract: A medical ontology may be used for computer assisted clinical decision support. Multi-level and/or semantically grouped medical ontology is incorporated into a machine learning algorithm. The resulting machine-learnt algorithm outputs information to assist in clinical decisions. For example, a patient record is input to the algorithm. Based on the incorporated medical ontology, similarities are aggregated in different groups. An aggregate similarity of at least one group is a function of an aggregate similarity of at least another group. One or more similar patients and/or outcomes are identified based on similarity. Probability based outputs may be provided.
    Type: Application
    Filed: June 15, 2007
    Publication date: August 21, 2008
    Inventors: Huber Martin, Alexey Tsymbal, Sonja Zillner