Concepedia

Graph-based Spatial Modeling

Graph-Based Spatial Modeling is a computational framework that represents biological entities and their spatial relationships as a graph, where nodes denote spatially resolved biological components and edges encode their spatial interactions or proximity, enabling the analysis of tissue architecture and cellular organization in a structured, topology-preserving manner.

15

Publications

858

Citations

61

Authors

32

Institutions

Publications per year

2017–2026

7

Parents

Publications

15

Modeling intercellular communication in tissues using spatial graphs of cells

David S. Fischer, Anna C. Schaar, Fabian J. Theis · Nature Biotechnology · 2022 · 203 citations · Full text

, , +14

Detecting graph-based spatial outliers

Shashi Shekhar, Chang‐Tien Lu, Pusheng Zhang · 2001 · 165 citations

, , +17

Graph-Cellular Automata: A Generalised Discrete Urban and Regional Model

David O’Sullivan · Environment and Planning B Planning and Design · 2001 · 105 citations

, , +16

Topological Tumor Graphs: A Graph-Based Spatial Model to Infer Stromal Recruitment for Immunosuppression in Melanoma Histology

Henrik Failmezger, Sathya Muralidhar, Antonio Rullan et al. · Cancer Research · 2019 · 78 citations · Full text

, , +17

Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation

Zhaobo Wang, Yanmin Zhu, Qiaomei Zhang et al. · ACM Transactions on Knowledge Discovery from Data · 2022 · 70 citations

, , +13

1–5 of 15

Authors

61

  1. MG
    Mark G. Kris

    Memorial Sloan Kettering Cancer Center, United States

    1 publications · 39 citations

    1

    h-index

  2. SM
    Sathya Muralidhar

    Institute of Cancer Research, United Kingdom

    1 publications · 78 citations

    1

    h-index

  3. AC
    Anna C. Schaar

    Helmholtz Zentrum München, Germany

    1 publications · 203 citations

    1

    h-index

  4. WZ
    Weixin Zheng

    Wuhan University of Technology, China

    1 publications · 50 citations

    1

    h-index

  5. HL
    Haobing Liu

    Shanghai Jiao Tong University, China

    1 publications · 70 citations

    1

    h-index

1–5 of 61

Institutions

32

  1. Universidad de Navarra

    Pamplona, Spain

    2 h-index

    2 publications

    94 citations

  2. Bilkent University

    Ankara, Türkiye

    1 h-index

    2 publications

    52 citations

  3. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    50 citations

  4. Centro de Investigación Biomédica en Red de Cáncer

    Madrid, Spain

    1 h-index

    1 publications

    78 citations

  5. The Francis Crick Institute

    London, United Kingdom

    1 h-index

    2 publications

    156 citations

  6. University of California, San Francisco

    San Francisco, United States

    1 h-index

    1 publications

    16 citations

  7. Southwestern Medical Center

    Lawton, United States

    1 h-index

    3 publications

    117 citations

  8. Technical University of Munich

    Munich, Germany

    1 h-index

    3 publications

    609 citations

1–8 of 32

Venues

  1. Lecture notes in computer science

    LNCS · Book series · 2 publications · 31 citations

    2

    h-index

  2. Environment and Planning B Planning and Design

    2 publications · 134 citations

    2

    h-index

  3. eCAADe proceedings

    1 publications · 18 citations

    1

    h-index

  4. IEEE Transactions on Image Processing

    1 publications · 16 citations

    1

    h-index

  5. Cancer Research

    1 publications · 78 citations

    1

    h-index

1–5