PIPELINE FOR INTELLIGENT TEXT ANNOTATION OF MEDICAL REPORTS VIA ARTIFICIAL INTELLIGENCE BASED NATURAL LANGUAGE PROCESSING WORKFLOWS

    公开(公告)号:US20230335243A1

    公开(公告)日:2023-10-19

    申请号:US17659562

    申请日:2022-04-18

    IPC分类号: G16H15/00

    CPC分类号: G16H15/00

    摘要: Techniques relating to a pipeline for intelligent text annotation of medical reports via artificial intelligence based Natural Language Processing workflows are provided. One or more embodiments described herein can regard a computer-implemented system comprising a memory that can store computer-executable components. The computer-implemented system can comprise a processor, operatively coupled to the memory, that executes the computer-executable components stored in the memory. The computer-executable components can comprise at least an artificial intelligence (AI) component that assigns relevant medical categories, comprising at least type and context categories, to cataloged data from one or more medical reports, by incorporating a Semi Automated Curation (SAC) workflow; an annotation component that generates AI based annotations for a cohort of medical reports of the one or more medical reports by incorporating an AI based Natural Language Processing (NLP) workflow; and a conversion component that converts, at least the AI based annotations, to standardized data formats.

    SUPERCONDUCTING MAGNET SYSTEMS AND METHODS FOR MAKING SUPERCONDUCTING MAGNET SYSTEMS HAVING TWO-STAGE QUENCHING

    公开(公告)号:US20230326641A1

    公开(公告)日:2023-10-12

    申请号:US17714669

    申请日:2022-04-06

    IPC分类号: H01F6/02 H01F6/06 H01F27/28

    CPC分类号: H01F6/02 H01F6/06 H01F27/2885

    摘要: A superconducting magnet system having two-stage quenching. A primary coil assembly includes a coil section configured to be superconducting when conducting current below a first critical current. An EMI shielding coil assembly includes a coil section configured to be superconducting when conducting current below a second critical current, which is electrically coupled to a variable resistor configured to be superconducting when conducting current below a third critical current and to be non-superconducting when conducting current at or above the third critical current that is less than both the first and second critical currents. Generating a magnetic flux within the EMI shielding coil assembly causes the current conducted through the variable resistor to exceed the third critical current, quenching the variable resistor and generating heat. The EMI shielding coil assembly is disposed such that the heat from the variable resistor quenches the primary coil assembly.

    Gate driver coreless transformers for magnetic resonance imaging power electronics

    公开(公告)号:US11777487B1

    公开(公告)日:2023-10-03

    申请号:US17715451

    申请日:2022-04-07

    IPC分类号: H01F27/28 H03K17/16

    摘要: A gate driver circuit includes an isolated gate driver power supply circuit. The isolated gate driver power supply circuit includes a coreless transformer including a primary winding and a secondary winding. The secondary winding is wound about a toroid-shaped, non-magnetic body and the primary winding is a single turn primary winding to reduce capacitance coupling between the primary winding and the secondary winding. The isolated gate driver power supply circuit also includes a resonance converter coupled to the coreless transformer, wherein the resonance converter is configured to enable the isolated gate driver power supply circuit to generate an output voltage independent of load.

    APPARATUS AND METHODS FOR OPTIMIZING BLOOD PRESSURE MEASUREMENTS

    公开(公告)号:US20230301530A1

    公开(公告)日:2023-09-28

    申请号:US17655946

    申请日:2022-03-22

    发明人: Panu Takala

    IPC分类号: A61B5/0225 A61B5/022 A61B5/00

    摘要: An apparatus comprising an inflatable member, a sensor and a controller. The inflatable member is configured to apply pressure to a portion of a body of a patient and is configured to be placed in a deflated configuration, a first inflated configuration, and a second inflated configuration. A pressure within the inflatable member when the inflatable member is in the second inflated configuration is greater than a pressure within the inflatable member when the inflatable member is in the first inflated configuration. The sensor is configured to detect vibration. The controller is operatively coupled to the sensor and to the inflatable member. The controller is configured to prevent the inflatable member from being placed in the second inflated configuration in response to the sensor detecting vibrations indicating movement of the body of the patient while the inflatable member is in the first inflated configuration.