The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 14, 2023

Filed:

Jan. 17, 2020
Applicant:

Guangdong Institute of Microbiology (Guangdong Detection Center of Microbiology), Guangzhou, CN;

Inventors:

Liwei Xie, Guangzhou, CN;

Zhihong Liu, Guangzhou, CN;

Bingdong Liu, Guangzhou, CN;

Xiaohan Pan, Guangzhou, CN;

Mulan Han, Guangzhou, CN;

Guohuan Xu, Guangzhou, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16B 15/30 (2019.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G16B 15/30 (2019.02); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A high-throughput virtual drug screening system based on molecular fingerprints and deep learning, includes a deep-learning model online-modeling subsystem and an online virtual-screening subsystem. The system combines the molecular fingerprints and a deep neural network method to construct a high-throughput virtual drug screening system. The system includes built-in structural-diversity screening libraries and realizes the online automatic construction of deep learning models and virtual screening. The system helps researchers in the drug discovery industry such as medicinal chemistry to conduct rapid screening through their desired targets to obtain potential active compounds and accelerate drug discovery.


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