Title:
BRAIN ATLAS CONSTRUCTION AND NEURAL CIRCUIT DETECTION METHOD AND RELATED PRODUCT
Document Type and Number:
WIPO Patent Application WO/2023/108418
Kind Code:
A1
Abstract:
Provided in the embodiments of the present application are a brain atlas construction and neural circuit detection method and a related product. The method comprises: acquiring first target data according to a first image, and acquiring second target data according to a second image; determining a first brain atlas according to the first target data and the second target data, wherein the first brain atlas is used for representing the relationship between the first target data and the second target data; inputting the first brain atlas into a first neural network, so as to output a first feature, wherein the first feature is used for representing a high-order topological feature of the first brain atlas; and inputting the first feature into a second neural network, so as to output a first neural circuit, wherein the second neural network is used for decoupling areas in the first brain atlas, and the first neural circuit is used for representing a connection relationship between the areas of the first brain atlas. Therefore, the aim of detecting a neural circuit can be achieved.
Inventors:
WANG SHUQIANG (CN)
PAN JUNREN (CN)
SHEN YANYAN (CN)
PAN JUNREN (CN)
SHEN YANYAN (CN)
Application Number:
PCT/CN2021/137913
Publication Date:
June 22, 2023
Filing Date:
December 14, 2021
Export Citation:
Assignee:
SHENZHEN INST ADV TECH (CN)
International Classes:
G06V10/774; G06V10/82
Foreign References:
| CN112735570A | 2021-04-30 | |||
| CN109528197A | 2019-03-29 | |||
| CN110931123A | 2020-03-27 | |||
| CN112951386A | 2021-06-11 | |||
| US20200230413A1 | 2020-07-23 |
Other References:
SUK HEUNG-IL; WEE CHONG-YAW; LEE SEONG-WHAN; SHEN DINGGANG: "State-space model with deep learning for functional dynamics estimation in resting-state fMRI", NEUROIMAGE, ELSEVIER, AMSTERDAM, NL, vol. 129, 14 January 2016 (2016-01-14), AMSTERDAM, NL , pages 292 - 307, XP029465395, ISSN: 1053-8119, DOI: 10.1016/j.neuroimage.2016.01.005
Attorney, Agent or Firm:
SCIHEAD IP LAW FIRM (CN)
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