Patents by Inventor Phil Pascal Arnold

Phil Pascal Arnold 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).

  • Machine learning based medical data checker
    Patent number: 12651653
    Abstract: A method of verifying multi-modal medical data is proposed. The method comprises: accessing multi-modal medical data of a subject, the multi-modal medical data comprising a medical image of a specimen slide, wherein a specimen in the specimen slide was collected from the subject; generating a prediction pertaining to a biological attribute of the medical image based on the medical image; determining a degree of consistency between the biological attribute of the medical image and other modalities of the multi-modal medical data; and outputting, based on the degree of consistency, an indication of whether the multi-modal medical data contain inconsistency.
    Type: Grant
    Filed: December 13, 2022
    Date of Patent: June 9, 2026
    Assignee: Roche Molecular Systems, Inc.
    Inventors: Benjamin Torben-Nielsen, Fernando Garcia-Alcalde, Vincent Mauduit, Corentin Christophe Karim Guerendel, Phil Pascal Arnold
  • MULTI-MODAL PATIENT REPRESENTATION
    Publication number: 20250014695
    Abstract: A method implemented by one or more computer device includes accessing a set of medical data associated with a patient, in which the set of medical data includes a plurality of modalities of medical data. The method includes inputting one or more one of the plurality of modalities of medical data into a first machine-learning model trained to generate a first vector representation and inputting another one of the plurality of modalities of medical data into a second machine-learning model trained to generate a second vector representation. The method includes generating a combined vector representation based on the first vector representation and the second vector representation, and storing the combined vector representation to a database associated with the one or more computing devices.
    Type: Application
    Filed: September 17, 2024
    Publication date: January 9, 2025
    Inventors: Gunther JANSEN, Marius René GARMHAUSEN, Benjamin TORBEN-NIELSEN, Otto Eric FAJARDO BENAVIDES, Phil Pascal ARNOLD
  • MACHINE LEARNING BASED MEDICAL DATA CHECKER
    Publication number: 20230112591
    Abstract: A method of verifying multi-modal medical data is proposed. The method comprises: accessing multi-modal medical data of a subject, the multi-modal medical data comprising a medical image of a specimen slide, wherein a specimen in the specimen slide was collected from the subject; generating a prediction pertaining to a biological attribute of the medical image based on the medical image; determining a degree of consistency between the biological attribute of the medical image and other modalities of the multi-modal medical data; and outputting, based on the degree of consistency, an indication of whether the multi-modal medical data contain inconsistency.
    Type: Application
    Filed: December 13, 2022
    Publication date: April 13, 2023
    Applicant: Roche Molecular Systems, Inc.
    Inventors: Bejamin Torben-Nielsen, Fernando Garcia-Alcalde, Vincent Mauduit, Corentin Christophe Karim Guerendel, Phil Pascal Arnold