Forwarded from Bioinformatics
📄A quick overview of the application of machine learning techniques on biomedical graphs
💥 Technical Paper
🗓Publish year: May 10, 2022
📎 Study the paper
📲Channel: @Bioinformatics
#tachnical #graph #biomedical
💥 Technical Paper
🗓Publish year: May 10, 2022
📎 Study the paper
📲Channel: @Bioinformatics
#tachnical #graph #biomedical
📃 A Literature Review of Recent Graph Embedding Techniques for Biomedical Data
📘Conference: International Conference on Neural Information Processing
🗓 Publish year: 2021
🧑💻Authors: Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King
🏢University: The Chinese University of Hong Kong
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph_Embedding #Biomedical #review
📘Conference: International Conference on Neural Information Processing
🗓 Publish year: 2021
🧑💻Authors: Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King
🏢University: The Chinese University of Hong Kong
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph_Embedding #Biomedical #review
👍5
🎞Graph Neural Networks for Biomedical Data
💥Free recorded tutorial by Marinka Zitnik.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Biomedical
💥Free recorded tutorial by Marinka Zitnik.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Biomedical
YouTube
Theoretical Foundations of Graph Neural Networks
Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines.
Computer Laboratory Wednesday Seminar, 17 February 2021
Slide deck: https://petar-v.com/talks/GNN…
Computer Laboratory Wednesday Seminar, 17 February 2021
Slide deck: https://petar-v.com/talks/GNN…
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📃Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective
🗓 Publish year: 2024
📘Journal: Informatics and Health
🧑💻Authors: Shirui Yu , Aihua Li , Yifei Chen , Dechao Wang , Xiaoli Tang
🏢University: Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing, China
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📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous #biomedical #data_mining #review
🗓 Publish year: 2024
📘Journal: Informatics and Health
🧑💻Authors: Shirui Yu , Aihua Li , Yifei Chen , Dechao Wang , Xiaoli Tang
🏢University: Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous #biomedical #data_mining #review
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📄 Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking
🗓 Publish year: 2025
🧑💻Authors: Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha, ...
🏢Universities: Clemson University, USA - University of New England & UNSW Sydney, Australia - Chinese Academy of Sciences, China.
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⚡️Channel: @ComplexNetworkAnalysis
#review #multimodal #biomedical #interpretable #graph_machine_learning #explainability
🗓 Publish year: 2025
🧑💻Authors: Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha, ...
🏢Universities: Clemson University, USA - University of New England & UNSW Sydney, Australia - Chinese Academy of Sciences, China.
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⚡️Channel: @ComplexNetworkAnalysis
#review #multimodal #biomedical #interpretable #graph_machine_learning #explainability
👍2
📃 Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective
📙 Journal: Informatics and Health
🗓 Publish year: 2024
🧑💻Authors: Shirui Yu, Aihua Li, Yifei Chen,...
🏢University: Chinese Academy of Medical Sciences, Beijing, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical
📙 Journal: Informatics and Health
🗓 Publish year: 2024
🧑💻Authors: Shirui Yu, Aihua Li, Yifei Chen,...
🏢University: Chinese Academy of Medical Sciences, Beijing, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical
👍1
🎓 Modeling biomedical data with graph machine learning
📕PhD thesis from Technische Universität München (TUM), Germany
🗓Publish year: 2025
📎 Study thesis
⚡️Channel: @ComplexNetworkAnalysis
#thesis #biomedical #machine_learning
📕PhD thesis from Technische Universität München (TUM), Germany
🗓Publish year: 2025
📎 Study thesis
⚡️Channel: @ComplexNetworkAnalysis
#thesis #biomedical #machine_learning
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