TCR-REPERTOIRE FUNCTIONAL UNITS
    1.
    发明申请

    公开(公告)号:US20250069706A1

    公开(公告)日:2025-02-27

    申请号:US18729385

    申请日:2023-01-30

    Inventor: Bo LI

    Abstract: A novel framework to transform a T-cell receptor (TCR) repertoire sample into a fixed-length vector. Short peptide sequences with different lengths in each TCR may be encoded into a numeric vector with fixed dimensions. A large amount of existing TCRs from healthy individuals may be pooled to generate a distribution of the encoding vector in a high-dimensional Euclidean space. Unsupervised clustering may be performed on the “points” in this space (each point is a TCR) to group them into antigen-specific clusters. The centroid of each cluster may be defined as a repertoire functional unit (“RFU”). For a new TCR repertoire sample, each TCR may be assigned to its most similar RFU group, and the RFU counts may be normalized by the number of sequences in the repertoire. The output data may be a fixed-length RFU vector, with each number representing the relative abundance of the given RFU in the repertoire.

    FLOW RESTRICTORS FOR USE ON BURNERS

    公开(公告)号:US20250043952A1

    公开(公告)日:2025-02-06

    申请号:US18920280

    申请日:2024-10-18

    Abstract: A flow restrictor for use on burners used for combusting gases includes a central disk and opposing cylindrical members extending from opposing sides of the central disk. The central disk includes a central portion having multiple inner openings extending through the central disk and a peripheral portion having multiple outer openings extending through the central disk. Each of the opposing cylindrical members surrounds the central portion and the inner openings of the central disk. The peripheral portion and the outer openings of the central disk are disposed outside of the cylindrical members. Each of the cylindrical members is designed to be attached to an open end of a pipe of a burner.

    Independent stereotactic radiotherapy dose calculation and treatment plan verification

    公开(公告)号:US12138479B2

    公开(公告)日:2024-11-12

    申请号:US17597509

    申请日:2020-07-13

    Abstract: The present disclosure is directed towards a treatment planning system for use in a stereotactic radiotherapy system. In particular, the disclosed systems and methods may be used for generating a treatment plan and/or verifying an existing treatment plan. Moreover, the disclosed systems and methods may be suitable for use in a clinical setting. A method for verifying a treatment plan of a stereotactic radiotherapy device may include the steps of receiving a treatment plan, generating a second treatment plan by applying a modified monte-carlo method to regions of interest in the treatment plan, and identifying discrepancies between the received treatment plan and the generated second treatment plan.

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