公开(公告)号：US11934491B1

公开(公告)日：2024-03-19

申请号：US17244988

申请日：2021-04-30

申请人： Given Imaging LTD

发明人： Alexandra Gilinsky ,  Avishai Adler ,  Eshel Hason

IPC分类号： G06F18/2415 ,  A61B1/00 ,  G06N20/00 ,  G06T7/00

CPC分类号： G06F18/2415 ,  A61B1/000096 ,  G06N20/00 ,  G06T7/0012 ,  G06T2207/10068 ,  G06T2207/30028 ,  G06T2207/30092

摘要： A method for image classification includes accessing a plurality of images of at least a portion of a gastrointestinal tract (GIT) captured by a capsule endoscopy device and for each image of the plurality of images: providing a classification score for each segment of a plurality of consecutive segments of the GIT by a deep learning neural network, and providing a classification probability for each segment of the plurality of consecutive segments of the GIT based on the classification scores by a classical machine learning classifier. The method further includes determining a classification for each image to one segment of the plurality of consecutive segments of the GIT based on processing a signal corresponding to the classification probabilities of the plurality of images.

公开(公告)号：US20240215799A1

公开(公告)日：2024-07-04

申请号：US18558266

申请日：2022-05-04

申请人： Given Imaging LTD.

发明人： Yaniv Birnboim ,  Arkadiy Morgenshtein ,  Avishai Adler

IPC分类号： A61B1/00 ,  A61B1/04 ,  A61B1/06

CPC分类号： A61B1/00009 ,  A61B1/041 ,  A61B1/0638

摘要： An in-vivo devices (600) includes a combined sensor array (600) having a first sensor array sensitive to a first wavelength range and a second sensor array sensitive to a second wavelength range, where the second wavelength has a partial overlap with the first wavelength range, the first sensor array is configured for collecting light in the first wavelength range and outputting a corresponding first signal, and the second sensor array is configured for collecting light in the second wavelength range and outputting a corresponding second signal. The in-vivo device further includes a processor (630) configured for receiving the first signal and the second signal, manipulating the first signal based on at least a part of the second signal corresponding to the partial overlap to output a first image, and outputting a second image based on the second signal.

公开(公告)号：US20220211257A1

公开(公告)日：2022-07-07

申请号：US17611363

申请日：2020-05-17

申请人： Given Imaging LTD

发明人： Giovanni Di Napoli ,  Iddo Ambor ,  Laurence Keselbrener ,  Moran Horesh ,  Dori Peleg ,  Roni Keynan ,  Tal Davidson ,  Avishai Adler ,  Avishag Spillinger

IPC分类号： A61B1/04 ,  A61B1/00 ,  A61B5/00

摘要： Systems, devices, methods for capsule endoscopy procedures are disclosed. A system for a capsule endoscopy procedure includes a capsule device configured to capture in-vivo images over time of at least a portion of a gastrointestinal tract (GIT) of a person, a wearable device configured to be secured to the person where the wearable device is configured to receive at least some of the in-vivo images from the capsule device and to communicate at least some of the received images to a communication device at a same location as the wearable device, and a storage medium storing machine-executable instructions configured to execute on a computing system remote from the location of the wearable device. The instructions, when executed, cause the computing system to receive communicated images from the communication device, perform processing of the communicated images received from the communication device, and communicate with at least one healthcare provider device.