CONNECTION TOOL FOR A CONNECTING DEVICE

    公开(公告)号:US20250135179A1

    公开(公告)日:2025-05-01

    申请号:US18877697

    申请日:2023-07-18

    Abstract: A connection tool for use in connecting tubing lines is provided. The connection tool includes a housing having a first and second housing portions. The first housing portion includes a first central recess for receiving a body therein, and a first slide track portion extending from the first central recess. The second housing portion is movable relative to the first housing portion and includes a second central recess for receiving the body therein, and a second slide track portion extending from the second central recess. The first and second slide track portions form a sliding handle track when the first and second housing portions are moved to a closed position.

    Multi-level convolutional LSTM model for the segmentation of MR images

    公开(公告)号:US11030750B2

    公开(公告)日:2021-06-08

    申请号:US16427171

    申请日:2019-05-30

    Abstract: Approaches for the automatic segmentation of magnetic resonance (MR) images. Machine learning models segment images to identify image features in consecutive frames at different levels of resolution. A neural network block is applied to groups of MR images to produce primary feature maps at two or more levels of resolution. The images in a given group of MR images may correspond to a cycle and have a temporal order. A second RNN block is applied to the primary feature maps to produce two or more output tensors at corresponding levels of resolution. A segmentation block is applied to the two or more output tensors to produce a probability map for the MR images. The first neural network block may be a convolutional neural network (CNN) block. The second neural network block may be a convolutional long short-term (LSTM) block.

Patent Agency Ranking