Concepedia

Graph-based Disease Classification

Graph-Based Disease Classification is a computational framework that organizes and categorizes diseases based on topological patterns and functional relationships within biological networks, distinguishing it from traditional classification systems by leveraging graph-theoretical principles to uncover disease modules and molecular interdependencies.

153

Publications

8.4K

Citations

668

Authors

312

Institutions

Publications per year

2017–2026

121

Parents

Publications

153

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante et al. · Medical Image Analysis · 2018 · 767 citations · Full text

, , +16

Identification of type 2 diabetes subgroups through topological analysis of patient similarity

Li Li, Wei‐Yi Cheng, Benjamin S. Glicksberg et al. · Science Translational Medicine · 2015 · 570 citations

, , +17

Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network

Yudong Zhang, Suresh Chandra Satapathy, David S. Guttery et al. · Information Processing & Management · 2020 · 353 citations

, , +13

Multi-modal classification of Alzheimer's disease using nonlinear graph fusion

Tong Tong, Katherine R. Gray, Qinquan Gao et al. · Pattern Recognition · 2016 · 251 citations

, , +14

DisGeNET: a Cytoscape plugin to visualize, integrate, search and analyze gene–disease networks

Anna Bauer‐Mehren, Michael Rautschka, Ferrán Sanz et al. · Bioinformatics · 2010 · 244 citations · Full text

, , +17

1–5 of 153

Authors

668

  1. ZY
    Zhu‐Hong You

    Xinjiang Technical Institute of Physics & Chemistry, China

    6 publications · 234 citations

    6

    h-index

  2. JL
    Jiawei Luo

    Hunan University, China

    6 publications · 166 citations

    6

    h-index

  3. XL
    Xiujuan Lei

    Shaanxi Normal University, China

    5 publications · 241 citations

    5

    h-index

  4. CL
    Cheng Liang

    Shandong Normal University, China

    5 publications · 128 citations

    5

    h-index

  5. LW
    Lei Wang

    China University of Mining and Technology, China

    5 publications · 163 citations

    5

    h-index

1–5 of 668

Institutions

312

  1. Hunan University

    Changsha, China

    9 h-index

    13 publications

    463 citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    8 h-index

    19 publications

    723 citations

  3. Shandong Normal University

    Jinan, China

    7 h-index

    10 publications

    236 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    27 publications

    1K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    7 h-index

    10 publications

    292 citations

  6. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    15 publications

    798 citations

  7. Central South University

    Changsha, China

    6 h-index

    20 publications

    726 citations

  8. China University of Mining and Technology

    Xuzhou, China

    5 h-index

    11 publications

    423 citations

1–8 of 312

Venues

  1. Briefings in Bioinformatics

    11 publications · 470 citations

    11

    h-index

  2. Bioinformatics

    7 publications · 616 citations

    7

    h-index

  3. Methods

    6 publications · 313 citations

    6

    h-index

  4. Medical Image Analysis

    6 publications · 1.1K citations

    6

    h-index

  5. BMC Bioinformatics

    6 publications · 191 citations

    6

    h-index

1–5