公开(公告)号：US11941813B2

公开(公告)日：2024-03-26

申请号：US16996068

申请日：2020-08-18

申请人： NantCell, Inc.

发明人： Bing Song ,  Nicholas James Witchey ,  Albert Wu ,  Krsto Sbutega ,  Patrick Soon-Shiong

IPC分类号： G06N3/0455 ,  G06F18/21 ,  G06F18/211 ,  G06F18/241 ,  G06N3/084 ,  G06N5/046 ,  G06T7/10 ,  G06T7/11 ,  G06T7/73 ,  G06V20/69

CPC分类号： G06T7/11 ,  G06F18/211 ,  G06F18/2163 ,  G06F18/241 ,  G06N3/0455 ,  G06N3/084 ,  G06N5/046 ,  G06T7/10 ,  G06T7/74 ,  G06V20/695 ,  G06V20/698 ,  G06T2207/20081 ,  G06T2210/22

摘要： An example system for performing segmentation of data based on tensor inputs includes memory storing computer-executable instructions defining a learning network, where the learning network includes a plurality of sequential encoder down-sampling blocks. A processor is configured to execute the computer-executable instructions to receive a multi-dimensional input tensor including at least a first dimension, a second dimension and a plurality of channels. The processor is also configured to process the received multi-dimensional input tensor by passing the received multi-dimensional input tensor through the plurality of sequential encoder down-sampling blocks of the learning network, and to generate an output tensor in response to processing the received multi-dimensional input tensor. The output tensor includes at least one segmentation classification.