SYSTEMS AND METHODS FOR THE SEGMENTATION OF MULTI-MODAL IMAGE DATA

    公开(公告)号:US20220012892A1

    公开(公告)日:2022-01-13

    申请号:US17487082

    申请日:2021-09-28

    Abstract: There is provided a computer implemented method of automatic segmentation of three dimensional (3D) anatomical region of interest(s) (ROI) that includes predefined anatomical structure(s) of a target individual, comprising: receiving 3D images of a target individual, each including the predefined anatomical structure(s), each 3D image is based on a different respective imaging modality. In one implementation, each respective 3D image is inputted into a respective processing component of a multi-modal neural network, wherein each processing component independently computes a respective intermediate, and the intermediate outputs are inputted into a common last convolutional layer(s) for computing the indication of segmented 3D ROI(s). In another implementation, each respective 3D image is inputted into a respective encoding-contracting component a multi-modal neural network, wherein each encoding-contracting component independently computes a respective intermediate output. The intermediate outputs are inputted into a single common decoding-expanding component for computing the indication of segmented 3D ROI(s).

    DETECTION OF HYDROXYMETHYLCYTOSINE BASES

    公开(公告)号:US20210371906A1

    公开(公告)日:2021-12-02

    申请号:US17400168

    申请日:2021-08-12

    Abstract: Methodologies for labeling the epigenetic modification 5-hydroxymethyl-cytosine (5hmC) along a DNA molecule, and for determining a presence or a level of this epigenetic modification based on a ratio of fluorescence intensity of a labeled DNA sample to absorption intensity of the DNA sample at 260 nm are disclosed. Related compositions and reagents, and methods of preparing same are also disclosed.

    Method and system for frequency conversion

    公开(公告)号:US11181804B2

    公开(公告)日:2021-11-23

    申请号:US16631464

    申请日:2018-07-17

    Abstract: A system for frequency conversion, comprises a laser source and a harmonic generation crystal. The laser source is configured to produce optical pulse energy of less than 100 μJ. The harmonic generation crystal comprises a structure characterized by a nonlinear susceptibility, and a crystal grating period which adiabatically varies along the longitudinal direction in a manner that the crystal grating period is inversely proportional to a crystal grating function of a coordinate z measured along the longitudinal direction.

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