📃A Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
🗓 Publish year: 2024
🧑💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
🗓 Publish year: 2024
🧑💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
📑 Demystifying the Power of Large Language Models in Graph Structure Generation
🗓 Publish year: 2025
🧑💻Author: Yu Wang, Ryan Rossi, Namyong Park, ...
🏢University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA
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⚡️Channel: @ComplexNetworkAnalysis
#chatgpt #llm #graph_generation
🗓 Publish year: 2025
🧑💻Author: Yu Wang, Ryan Rossi, Namyong Park, ...
🏢University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA
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⚡️Channel: @ComplexNetworkAnalysis
#chatgpt #llm #graph_generation
📄Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey
📘 Journal: ACM Transactions on Knowledge Discovery from Data (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Hongjia Xu, Liangliang Zhang, Yao Ma, ...
🏢Universities: Zhejiang University, China - Rensselaer Polytechnic Institute, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #large_graph
📘 Journal: ACM Transactions on Knowledge Discovery from Data (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Hongjia Xu, Liangliang Zhang, Yao Ma, ...
🏢Universities: Zhejiang University, China - Rensselaer Polytechnic Institute, USA
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#review #large_graph
📃 Fairness in Graph Learning Augmented with Machine Learning: A Survey
🗓 Publish year: 2025
🧑💻Authors: Renqiang Luo, Ziqi Xu, Xikun Zhang, ...
🏢Universities: Jilin University, China - RMIT University, Australia - Nanyang Technological University, Singapore - University of South Australia, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #fairness
🗓 Publish year: 2025
🧑💻Authors: Renqiang Luo, Ziqi Xu, Xikun Zhang, ...
🏢Universities: Jilin University, China - RMIT University, Australia - Nanyang Technological University, Singapore - University of South Australia, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #fairness
📃 Survey of Graph Neural Network Methods for Dynamic Link Prediction
🗓 Publish year: 2025
🧑💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada
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#review #gnn #link_prediction
🗓 Publish year: 2025
🧑💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada
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#review #gnn #link_prediction
Forwarded from Bioinformatics
📃 An introduction to and survey of biological network visualization
📗 Journal: Computers & Graphics (I.F.=2.5)
🗓Publish year: 2025
🧑💻Authors: Henry Ehlers, Nicolas Brich, Michael Krone,...
🏢Universities: University of Tübingen, Germany - Peking University, China -Osaka Seikei University, Japan, ...
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📲Channel: @Bioinformatics
#review #network #visualization #biological
📗 Journal: Computers & Graphics (I.F.=2.5)
🗓Publish year: 2025
🧑💻Authors: Henry Ehlers, Nicolas Brich, Michael Krone,...
🏢Universities: University of Tübingen, Germany - Peking University, China -Osaka Seikei University, Japan, ...
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📲Channel: @Bioinformatics
#review #network #visualization #biological
📄Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review
📔 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Elaheh Azadi Marand; Amir Sheikhahmadi; Moharram Challenger, ...
🏢Universities: Islamic Azad University Sanandaj Branch - University of Kurdistan, Iran - University of Antwerp, Belgium
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#review #recommender_systems #UML
📔 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Elaheh Azadi Marand; Amir Sheikhahmadi; Moharram Challenger, ...
🏢Universities: Islamic Azad University Sanandaj Branch - University of Kurdistan, Iran - University of Antwerp, Belgium
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#review #recommender_systems #UML
📹How to Build a Knowledge Graph
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #knowledge_graph #neo4j
🎞 Watch
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#video #knowledge_graph #neo4j
YouTube
Neo4j Live: How to Build a Knowledge Graph
Do you think building a knowledge graph is too complex? Think again. Join us when we look at the new eBook "The Developer’s Guide: How to Build a Knowledge Graph" and learn how to model, query and grow your graph step by step.
We’ll bust a few myths, walk…
We’ll bust a few myths, walk…
📄 Graph Foundation Models: A Comprehensive Survey
🗓 Publish year: 2025
🧑💻Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
🏢Universities: University of Notre Dame, University of Connecticut, University of Virginia,
University of Illinois Urbana-Champaign, USA - University of Cambridge, England
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📦 GitHub Resources
⚡️Channel: @ComplexNetworkAnalysis
#review #Graph_Foundation_Models #llm
🗓 Publish year: 2025
🧑💻Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
🏢Universities: University of Notre Dame, University of Connecticut, University of Virginia,
University of Illinois Urbana-Champaign, USA - University of Cambridge, England
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📦 GitHub Resources
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#review #Graph_Foundation_Models #llm
📄Heterogeneous network approaches to protein pathway prediction
📕 Journal: Computational and Structural Biotechnology Journal (I.F.=4.5)
🗓 Publish year: 2025
🧑💻Authors: Gowri Nayar, Russ B. Altman
🏢Universities: Stanford University, United States
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⚡️Channel: @ComplexNetworkAnalysis
#review #protein #pathway
📕 Journal: Computational and Structural Biotechnology Journal (I.F.=4.5)
🗓 Publish year: 2025
🧑💻Authors: Gowri Nayar, Russ B. Altman
🏢Universities: Stanford University, United States
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#review #protein #pathway