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Antibody prediction method and device, electronic equipment and storage medium

A prediction method and antibody technology, applied in the computer field, can solve problems such as slow response, achieve high fatality rate, quickly respond to emergencies, and save costs and time

Pending Publication Date: 2020-12-22
SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This process allows the immune system to stop the virus from invading, but the response is slow, often taking days or even weeks to mount an adequate immune response

Method used

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  • Antibody prediction method and device, electronic equipment and storage medium
  • Antibody prediction method and device, electronic equipment and storage medium
  • Antibody prediction method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0096] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0097] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0098] The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the term "at least one" herein mean...

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Abstract

The invention relates to an antibody prediction method and device, electronic equipment and a storage medium. The method comprises the following steps of acquiring protein data of an antigen and protein data of a to-be-predicted antibody, obtaining at least one of the data of the homologous protein of the antigen and the data of the homologous protein of the to-be-predicted antibody, inputting atleast one of the data of the homologous protein of the antigen and the data of the homologous protein of the to-be-predicted antibody, and the protein data of the antigen and the protein data of the to-be-predicted antibody into a neural network, and obtaining a predicted value of the to-be-predicted antibody belonging to the neutralizing antibody corresponding to the antigen through the neural network.

Description

technical field [0001] The present disclosure relates to the field of computer technology, in particular to a method and device for predicting antibodies, electronic equipment and storage media. Background technique [0002] In the field of human immunoglobulins, the biomolecular process of recognizing and neutralizing virus particles is the process of synthesizing neutralizing antibodies by B cells presented to viral antigens. This process allows the immune system to stop the virus from invading, but the response is slow, often taking days or even weeks to mount an adequate immune response. [0003] The body's natural production of antibodies is a long process. In the case of sudden, highly contagious and fatal diseases, such as coronaviruses, how to quickly screen potential neutralizing antibodies is of great significance. Contents of the invention [0004] The present disclosure provides a technical solution for antibody prediction. [0005] According to one aspect o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16B30/00G16B20/00G16B40/00
CPCG16B30/00G16B20/00G16B40/00
Inventor 张捷
Owner SHANGHAI SENSETIME INTELLIGENT TECH CO LTD