Patents by Inventor Michael John Colbus

Michael John Colbus 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).

  • SYSTEMS AND METHODS FOR DETERMINING ATTRIBUTES OF BIOLOGICAL SAMPLES
    Publication number: 20240038323
    Abstract: Systems and methods of determining pre-quantitation attributes of biological samples using post-quantitation attributes of those samples is disclosed. By altering a set of biological samples in a measurable way before running the set through an instrument (e.g., a mass spectrometer), a model can be developed that enables determination of the unknown pre-quantitation attributes in other biological samples as a function of post-quantitation attributes.
    Type: Application
    Filed: October 13, 2023
    Publication date: February 1, 2024
    Applicant: Liquid Biosciences, Inc.
    Inventors: Patrick Lilley, Beau Walker, Michael John Colbus
  • Methods for Decreasing Computation Time Via Dimensionality
    Publication number: 20200134360
    Abstract: Dimensionality reduction in high-dimensional datasets can decrease computation time, and processes for dimensionality reduction may even be useful in lower-dimensional datasets. It has been discovered that methods of dimensionality reduction may dramatically decrease computational requirements in machine learning programming techniques. This development unlocks the ability of computational modeling to be used to solve complex problems that, in the past, would have required computation time on orders of magnitude too great to be useful.
    Type: Application
    Filed: July 6, 2017
    Publication date: April 30, 2020
    Inventors: Patrick Lilley, Michael John Colbus
  • SYSTEMS AND METHODS FOR DETERMINING ATTRIBUTES OF BIOLOGICAL SAMPLES
    Publication number: 20200005889
    Abstract: Systems and methods of determining pre-quantitation attributes of biological samples using post-quantitation attributes of those samples is disclosed. By altering a set of biological samples in a measurable way before running the set through an instrument (e.g., a mass spectrometer), a model can be developed that enables determination of the unknown pre-quantitation attributes in other biological samples as a function of post-quantitation attributes.
    Type: Application
    Filed: September 11, 2019
    Publication date: January 2, 2020
    Applicant: Liquid Biosciences, Inc.
    Inventors: Patrick Lilley, Beau Walker, Michael John Colbus
  • Systems and methods for determining attributes of biological samples
    Patent number: 10453552
    Abstract: Systems and methods of determining pre-quantitation attributes of biological samples using post-quantitation attributes of those samples is disclosed. By altering a set of biological samples in a measurable way before running the set through an instrument (e.g., a mass spectrometer), a model can be developed that enables determination of the unknown pre-quantitation attributes in other biological samples as a function of post-quantitation attributes.
    Type: Grant
    Filed: May 2, 2017
    Date of Patent: October 22, 2019
    Assignee: LIQUID BIOSCIENCES, INC.
    Inventors: Patrick Lilley, Beau Walker, Michael John Colbus