AUTOMATED ASSESSMENT OF ENDOSCOPIC DISEASE

    公开(公告)号:US20230047100A1

    公开(公告)日:2023-02-16

    申请号:US17797293

    申请日:2021-01-29

    IPC分类号: G06T7/00 A61B1/31 A61B1/00

    摘要: The application relates to devices and methods for analysing a colonoscopy video or a portion thereof, and for assessing the severity of ulcerative colitis in a subject by analysing a colonoscopy video obtained from the subject. Analysing a colonoscopy video comprises using a first deep neural network classifier to classify image data from the subject colonoscopy video or portion thereof into at least a first severity class (more severe endoscopic lesions) and a second severity class (less severe endoscopic lesions), wherein the first deep neural network has been trained at least in part in a weakly supervised manner using training image data from a plurality of training colonoscopy videos, the training image data comprising multiple sets of consecutive frames from the plurality of training colonoscopy videos, wherein frames in a set have the same severity class label. Devices and methods for providing a tool for analysing colonoscopy videos are also described.

    Vial stopper for a lyophilization vial and closure method for closing a lyophilization vial

    公开(公告)号:US11577893B2

    公开(公告)日:2023-02-14

    申请号:US16831161

    申请日:2020-03-26

    发明人: Harald Heinlein

    IPC分类号: B65D51/24 A61K9/19 F26B5/06

    摘要: A vial stopper for closure of a lyophilization vial is disclosed. The vial stopper has a stopper body comprising a first circumferential sealing surface for hermetically sealing against an interior surface of a mouth of the vial in a first position of the vial stopper. The stopper body further comprises a second circumferential sealing surface for hermetically sealing against the interior surface of the mouth of the vial in a second position of the vial stopper. The second sealing surface is spaced apart from the first sealing surface in an axial direction of the stopper body. The stopper body further comprises an intermediate region in between the first and second sealing surfaces, the intermediate region having at least one venting element for venting an interior of the vial in at least one intermediate position of the stopper in between the first and second positions.

    IMAGE REPRESENTATION LEARNING IN DIGITAL PATHOLOGY

    公开(公告)号:US20230016472A1

    公开(公告)日:2023-01-19

    申请号:US17856912

    申请日:2022-07-01

    IPC分类号: G06V10/774 G06V10/82 G06T7/00

    摘要: Described herein are systems, methods, and programming for analyzing and classifying digital pathology images. Some embodiments include receiving whole slide images (WSIs) and dividing each of the WSIs into tiles. For each WSI, a random subset of the tiles may be selected and augmented views of each of the selected tiles may be generated. For each of the selected tiles, a first convolutional neural network (CNN) may be trained to: generate, using a first one of the augmented views corresponding to the selected tile, a first representation of the selected tile, and predict a second representation of the selected tile to be generated by a second CNN, wherein the second representation is generated based on a second one of the augmented views of the selected tile.

    Adoptive t-cell therapy
    20.
    发明授权

    公开(公告)号:US11547748B2

    公开(公告)日:2023-01-10

    申请号:US16314117

    申请日:2017-06-30

    摘要: The present invention generally relates to T-cells, such as CD8+ T-cells, CD4+ T-cells, CD3+ T-cells, γδ T-cells or natural killer (NK) T-cells, transfected/transduced with a fusion protein which is recruited by the use of trivalent, bispecific antibody molecule which specifically binds to/interacts with the extracellular domain of the fusion protein. More precisely, the present invention relates to a kit comprising the nucleic acid molecules, vectors and/or the fusion proteins of the present invention and the trivalent, bispecific antibody molecules of the present invention. Further aspects of the inventions are expression vectors comprising nucleic acid molecules encoding the fusion proteins as well as the trivalent, bispecific antibody molecules. Further, a process for the production of the trivalent, bispecific antibody molecules of the invention and a medicament/pharmaceutical composition comprising said trivalent, bispecific antibody molecules are described. The invention also provides the use of said trivalent, bispecific antibody molecules in a method for the treatment of particular diseases as well as a pharmaceutical compositions/medicament comprising said trivalent, bispecific antibody molecules, wherein said trivalent, bispecific antibody molecule(s) is (are) to be administered in combination with transduced T-cells comprising the fusion protein of the invention. The invention also provides a method for the treatment of particular diseases.