公开(公告)号：US20240119314A1

公开(公告)日：2024-04-11

申请号：US18454036

申请日：2023-08-22

Applicant: ZHEJIANG LAB

Inventor： Jingsong LV ,  Hongyang CHEN ,  Hao WANG ,  Xianzhong FENG

IPC: G06N5/022 ,  G16B20/00 ,  G16B40/20 ,  G16B45/00

CPC classification number: G06N5/022 ,  G16B20/00 ,  G16B40/20 ,  G16B45/00

Abstract: A method and a device for predicting gene coding breeding based on graph clustering. According to the present disclosure, a gene map is constructed based on inter-gene correlation strength; the gene map is subjected to clustering solution to obtain a number of co-regulated genomes and a genome cluster number information of each gene; gene allelic information and genome cluster number information are fused to obtain the gene cluster code of the sample; based on gene cluster code information and biological phenotype information to be predicted, a deep convolutional neural network is constructed to optimize the prediction performance of genetic breeding.