Jianxiao Liu - Publications, H-index & Citations

Jianxiao Liu

huazhong agricultural university

19H指数

140论文数

1.2K被引数

收录论文 35

发表时间

Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization 通过集成学习和迭代优化稳健提升作物基因组预测精度

Nature Communications

IF15.7

2026-07-20

OAAI

Zhou Yao; Liguang Wang; Li Zhu; Xinle Li; Qiqi Wu; Fan Wu; Guoshuai Wang; Wenyu Yang; Yingjie Xiao; Jianxiao Liu

Development of a Machine Learning-Based Predictive Model for Anastomotic Leakage Following Gastric Cancer Surgery

AMERICAN SURGEON

IF0.9

2025-10-01

PREAI

Ma, Wenxiang; Zhao, Shengbing; Du, Nan; Xie, Jiajing; Yang, Yang; Liu, Jianxiao; Yu, Yongjiang

QTG-LGBM: A method of prioritizing causal genes in quantitative trait loci in maize QTG-LGBM：一种在玉米数量性状位点中优先排序因果基因的方法

crop journal

IF0

2025-04-01

OAAI

Chuang Wang; Shenshen Wu; Zhou Yao; En Luo; Junli Deng; Jianxiao Liu

The Topological Phases of One-Dimensional Non-Hermitian Systems with Spin-Orbit Coupling of the Generalized Brillouin Zone 一维非厄米系统的拓扑相：具有广义布里渊区自旋-轨道耦合

MATERIALS

IF3.2

2025-03-23

OAAI

Han, Yanzhen; Liu, Jianxiao; Chong, Shiyao; Meng, Linghui; Gao, Yingjie

GEFormer: A genotype-environment interaction- based genomic prediction method that integrates the gating multilayer perceptron and linear attention mechanisms GEFormer：一种基于基因型-环境互作（genotype-environment interaction）的基因组预测方法，该方法整合了门控多层感知机（gating multilayer perceptron）和线性注意力机制（linear attention mechanisms）。

MOLECULAR PLANT

IF24.1

2025-01-01

OAAI

Yao, Zhou; Yao, Mengting; Wang, Chuang; Li, Ke; Guo, Junhao; Xiao, Yingjie; Yan, Jianbing; Liu, Jianxiao

Identification, characterization, and design of plant genome sequences using deep learning 基于深度学习的植物基因组序列鉴定、表征和设计

PLANT JOURNAL

IF5.7

2024-12-12

OAAI

Wang, Zhenye; Yuan, Hao; Yan, Jianbing; Liu, Jianxiao

DeepCBA: A deep learning framework for gene expression prediction in maize based on DNA sequences and chromatin interactions DeepCBA: 基于DNA序列和染色质相互作用的玉米基因表达预测的深度学习框架

PLANT COMMUNICATIONS

IF11.6

2024-09-01

OAAI

Wang, Zhenye; Peng, Yong; Li, Jie; Li, Jiying; Yuan, Hao; Yang, Shangpo; Ding, Xinru; Xie, Ao; Zhang, Jiangling; Wang, Shouzhe; Li, Keqin; Shi, Jiaqi; Xing, Guangjie; Shi, Weihan; Yan, Jianbing; Liu, Jianxiao

DeepFormer: a hybrid network based on convolutional neural network and flow-attention mechanism for identifying the function of DNA sequences

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-03-14

PREAI

Yao, Zhou; Zhang, Wenjing; Song, Peng; Hu, Yuxue; Liu, Jianxiao

InceptionV3-LSTM: A Deep Learning Net for the Intelligent Prediction of Rapeseed Harvest Time

AGRONOMY-BASEL

IF3.4

2022-12-01

OAAI

Han, Shaojie; Liu, Jianxiao; Zhou, Guangsheng; Jin, Yechen; Zhang, Moran; Xu, Shengyong

An Approach of Epistasis Detection Using Integer Linear Programming Optimizing Bayesian Network

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2022-09-01

PREAI

Yang, Xuan; Yang, Chen; Lei, Jimeng; Liu, Jianxiao

Assessing personal exposure to COVID-19 transmission in public indoor spaces based on fine-grained trajectory data: A simulation study

BUILDING AND ENVIRONMENT

IF7.6

2022-06-01

OAAI

Chen, Pengfei; Zhang, Dongchu; Liu, Jianxiao; Jian, Izzy Yi

PEWOBS: An efficient Bayesian network learning approach based on permutation and extensible ordering-based search

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-03-01

PREAI

Xu, Ruihong; Liu, Sihang; Zhang, Qingwang; Yang, Zemeng; Liu, Jianxiao

An electrochemical aptasensor for highly sensitive detection of CEA based on exonuclease III and hybrid chain reaction dual signal amplification 基于核酸外切酶III和杂交链反应双信号放大的CEA高灵敏检测的电化学aptasensor

BIOELECTROCHEMISTRY

IF4.5

2022-02-01

PREAI

Niu, Cui; Lin, Xiaojuan; Jiang, Xin; Guo, Fei; Liu, Jianxiao; Liu, Xiangqin; Huang, Hongge; Huang, Yu

Bats and their ectoparasites (Nycteribiidae and Spinturnicidae) carry diverse novel Bartonella genotypes, China 蝙蝠及其体外寄生虫 (Nycteribiidae和Spinturnicidae) 携带多种新型巴尔通体基因型，中国

TRANSBOUNDARY AND EMERGING DISEASES

IF3

2021-11-02

OAAI

Han, Hui-Ju; Li, Ze-Min; Li, Xia; Liu, Jian-Xiao; Peng, Qiu-Ming; Wang, Rui; Gu, Xiao-Lan; Jiang, Yuan; Zhou, Chuan-Min; Li, Dan; Xiao, Xiao; Yu, Xue-Jie

A novel electrochemical aptamer biosensor based on tetrahedral DNA nanostructures and catalytic hairpin assembly for CEA detection 基于四面体DNA纳米结构和催化发夹组装的新型电化学适配体生物传感器用于CEA检测

JOURNAL OF ELECTROANALYTICAL CHEMISTRY

IF4.1

2021-10-01

PREAI

Zhang, Kai; Pei, Ming; Cheng, Yunyun; Zhang, Zhao; Niu, Cui; Liu, Xiangqin; Liu, Jianxiao; Guo, Fei; Huang, Hongge; Lin, Xiaojuan

AFSBN: A Method of Artificial Fish Swarm Optimizing Bayesian Network for Epistasis Detection

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2021-07-01

PREAI

Wang, Liguang; Wang, Yujia; Fu, Yi; Gao, Yunge; Du, Jiawei; Yang, Chen; Liu, Jianxiao