Xuegong Zhang

Xuegong Zhang

Tsinghua University

H-index: 55

Asia-China

About Xuegong Zhang

Xuegong Zhang, With an exceptional h-index of 55 and a recent h-index of 35 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Bioinformatics, Computational Biology, Pattern Recognition, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

STEM enables mapping of single-cell and spatial transcriptomics data with transfer learning

Detection and subtyping of hepatic echinococcosis from plain CT images with deep learning: a retrospective, multicentre study

Decoding functional cell–cell communication events by multi-view graph learning on spatial transcriptomics

ITHscore: comprehensive quantification of intra-tumor heterogeneity in NSCLC by multi-scale radiomic features

Multifunctional, breathable MXene-PU mesh electronic skin for wearable intelligent 12-lead ECG monitoring system

scGraph: a graph neural network-based approach to automatically identify cell types

Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embedding

CS-CO: A hybrid self-supervised visual representation learning method for H&E-stained histopathological images

Xuegong Zhang Information

University

Position

___

Citations(all)

23761

Citations(since 2020)

8606

Cited By

12804

hIndex(all)

55

hIndex(since 2020)

35

i10Index(all)

173

i10Index(since 2020)

86

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Xuegong Zhang Skills & Research Interests

Bioinformatics

Computational Biology

Pattern Recognition

Machine Learning

Top articles of Xuegong Zhang

Title

Journal

Author(s)

Publication Date

STEM enables mapping of single-cell and spatial transcriptomics data with transfer learning

Communications Biology

Minsheng Hao

Erpai Luo

Yixin Chen

Yanhong Wu

Chen Li

...

2024/1/6

Detection and subtyping of hepatic echinococcosis from plain CT images with deep learning: a retrospective, multicentre study

The Lancet Digital Health

Zhan Wang

Haiyang Bian

Jiaqi Li

Jin Xu

Haining Fan

...

2023/11/1

Decoding functional cell–cell communication events by multi-view graph learning on spatial transcriptomics

Briefings in Bioinformatics

Haochen Li

Tianxing Ma

Minsheng Hao

Wenbo Guo

Jin Gu

...

2023/11/1

ITHscore: comprehensive quantification of intra-tumor heterogeneity in NSCLC by multi-scale radiomic features

European Radiology

Jiaqi Li

Zhenbin Qiu

Chao Zhang

Sijie Chen

Mengmin Wang

...

2023/2

Multifunctional, breathable MXene-PU mesh electronic skin for wearable intelligent 12-lead ECG monitoring system

Chemical Engineering Journal

Tianrui Cui

Yancong Qiao

Ding Li

Xiaorui Huang

Le Yang

...

2023/1/1

scGraph: a graph neural network-based approach to automatically identify cell types

Bioinformatics

Qijin Yin

Qiao Liu

Zhuoran Fu

Wanwen Zeng

Boheng Zhang

...

2022/6/1

Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embedding

Nature Machine Intelligence

Xiaoyang Chen

Shengquan Chen

Shuang Song

Zijing Gao

Lin Hou

...

2022/2

CS-CO: A hybrid self-supervised visual representation learning method for H&E-stained histopathological images

Medical image analysis

Pengshuai Yang

Xiaoxu Yin

Haiming Lu

Zhongliang Hu

Xuegong Zhang

...

2022/10/1

Cellular features of localized microenvironments in human meniscal degeneration: a single-cell transcriptomic study

Elife

Weili Fu

Sijie Chen

Runze Yang

Chen Li

Haoxiang Gao

...

2022/12/22

Multifaceted spatial and functional zonation of cardiac cells in adult human heart

Circulation

Liang Chen

Kui Hua

Ningning Zhang

Jingyu Wang

Jian Meng

...

2022/1/25

Depiction of cell atlas and analysis of microenvironment alterations in human meniscus degeneration using single-cell transcriptomic

medRxiv

Weili Fu

Sijie Chen

Runze Yang

Haoxiang Gao

Jian Li

...

2022/5/20

Protocol for profiling cell-centric assembled single-cell human transcriptome data in hECA

STAR protocols

Yixin Chen

Minsheng Hao

Haoxiang Gao

Jiaqi Li

Sijie Chen

...

2022/9/16

Protocol for using GRPath to identify putative gene regulation paths in complex human diseases

STAR protocols

Xi Xi

Haochen Li

Lei Wei

Xuegong Zhang

2022/12/12

ARIC: accurate and robust inference of cell type proportions from bulk gene expression or DNA methylation data

Briefings in Bioinformatics

Wei Zhang

Hanwen Xu

Rong Qiao

Bixi Zhong

Xianglin Zhang

...

2022/1

Unfolding the genotype-to-phenotype black box of cardiovascular diseases through cross-scale modeling

Iscience

Xi Xi

Haochen Li

Shengquan Chen

Tingting Lv

Tianxing Ma

...

2022/8/19

hECA: The cell-centric assembly of a cell atlas

Iscience

Sijie Chen

Yanting Luo

Haoxiang Gao

Fanhong Li

Yixin Chen

...

2022/5/20

Intestinal toxicity to CTLA-4 blockade driven by IL-6 and myeloid infiltration

Journal of Experimental Medicine

Yifan Zhou

Yusra B Medik

Bhakti Patel

Daniel B Zamler

Sijie Chen

...

2022/11/11

Discovering single-cell eQTLs from scRNA-seq data only

Gene

Tianxing Ma

Haochen Li

Xuegong Zhang

2022/6/30

DualGCN: a dual graph convolutional network model to predict cancer drug response

BMC bioinformatics

Tianxing Ma

Qiao Liu

Haochen Li

Mu Zhou

Rui Jiang

...

2022/4/15

Total-mRNA-Aware Analysis for Droplet-Based Single Cell Sequencing

Qiuyu Lian

Jianzhu Ma

Kui Hua

Ziqi Rong

Jinpu Cai

...

2022/11/3

See List of Professors in Xuegong Zhang University(Tsinghua University)