Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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📑Challenges and opportunities in network-based solutions for biological questions

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Journal: Briefing in Bioinformatics (I.F.=13.994)
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#network #challenges
👍5
📄Network biology: Recent advances and challenges

📘Journal: Gene & Protein in Disease
🗓Publish year: November, 2022

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📲Channel: @Bioinformatics
#review #network #biology
👍10
📃Temporal networks in biology and medicine: a survey on models, algorithms, and tools

📘Journal: Network Modeling Analysis in Health Informatics and Bioinformatics
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #network #temporal
👍7
📄Network Medicine in Pathobiology

📘 journal: The American Journal of Pathology(I.F=5.1)
🗓Publish year: 2019

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📲Channel: @ComplexNetworkAnalysis
#paper #Pathobiology #network #Medicine
👍2
📃 A Review of Link Prediction Applications in Network Biology

🗓 Publish year: 2023
🧑‍💻Authors: Ahmad F. Al Musawi, Satyaki Roy, Preetam Ghosh
🏢Universities: Virginia Commonwealth University, University of Alabama in Huntsville

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📲Channel: @ComplexNetworkAnalysis
#review #Network_Biology #Link_Prediction
👍3
📄Application of Multilayer Network Models in Bioinformatics

📗 Journal: Oral Diseases (I.F.=3.7)
🗓 Publish year: 2023

🧑‍💻Authors: Yuanyuan Lv, Shan Huang, Tianjiao Zhang. Bo Gao
🏢Universities: Hainan Normal University, Haikou, China - Northeast Forestry University, Harbin, China

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📲Channel: @Bioinformatics
#review #multilayer #network
👍31
📑 Network pharmacology: towards the artificial intelligence-based precision traditional Chinese medicine

📗Journal: Briefings in Bioinformatics (I.F.= 9.5)
🗓 Publish year: 2024

🧑‍💻Authors: Peng Zhang, Dingfan Zhang, Wuai Zhou, ...
🏢University: Tsinghua University, China

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📲Channel: @Bioinformatics
#review #pharmacology #network #ai #medicine
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📃Network Learning for Biomarker Discovery

🗓 Publish year: 2023
📘Journal: International Journal of Network Dynamics and Intelligence (IJNDI)

🧑‍💻Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
🏢Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health
Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada


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📱Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery
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🎓New graph learning approaches for exploring gene and protein function

📗Doctoral Thesis from ETH Zurich

🗓Publish year: 2024

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📲Channel: @Bioinformatics
#thesis #network #gene #protein #graph #deep_learning #gnn
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📃Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives

📘Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics (I.F.=3.6)
🗓Publish year: 2024

🧑‍💻Authors: Yen-Che Hsiao; Abhishek Dutta
🏢University: University of Connecticut, USA

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📲Channel: @Bioinformatics
#review #pathway #network
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🎓 From multi-omics data to global association networks: Application to disease module finding and pathway analysis

📔Doctoral thesis from Stockholm University, Sweden

🗓Publish year: 2024

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📲Channel: @Bioinformatics
#thesis #multi_omics #pathway #network
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📑 Enhancing Molecular Network-Based Cancer Driver Gene Prediction Using Machine Learning Approaches: Current Challenges and Opportunities

📓 Journal: Journal of Cellular and Molecular Medicine (I.F.=4.3)
🗓Publish year: 2025

🧑‍💻Authors: Hao Zhang, Chaohuan Lin, Ying'ao Chen, ...
🏢Universities: Wenzhou Medical University - University of Chinese Academy of Sciences, China

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📲Channel: @Bioinformatics
#review #cancer #network #driver_gene #machine_learning
👍3🔥1👏1
📃 Biological Multi-Layer and Single Cell Network-Based Multiomics Models - a Review

🗓 Publish year: 2025

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Authors: Marcello Barylli, Joyaditya Saha, Tineke E. Buffart , ...
🏢Universities: University of Amsterdam - Amsterdam University Medical Centers - Oncode Institute, Netherlands

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📲Channel: @Bioinformatics
#review #multiomics #network #multi_layer #single_cell
👍2
📄 Network-based multi-omics integrative analysis methods in drug discovery: a systematic review

📗 Journal: BioData Mining (I.F.=4)
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Publish year: 2025

🧑‍💻Authors: Wei Jiang, Weicai Ye, Xiaoming Tan, ...
🏢Universities: Hubei University- Sun Yat-sen University, China

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⚡️Channel: @ComplexNetworkAnalysis
#review #network #multi_omics #drug
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📃 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
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