📃The application of machine learning to multi-omics data: dealing with dimensionality
📘Journal: Briefing in Bioinformatics (I.F.=13.994)
🗓Publish year: 2023
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📲Channel: @Bioinformatics
#review #machine_learning #multi_omics
📘Journal: Briefing in Bioinformatics (I.F.=13.994)
🗓Publish year: 2023
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📲Channel: @Bioinformatics
#review #machine_learning #multi_omics
👍8
📑Using machine learning approaches for multi-omics data analysis: A review
📕 Journal: Biotechnology Advances (I.F=17.681)
🗓Publish year: 2021
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📲Channel: @Bioinformatics
#review #multi_omics
📕 Journal: Biotechnology Advances (I.F=17.681)
🗓Publish year: 2021
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📲Channel: @Bioinformatics
#review #multi_omics
👍6
📃 Applying multi‐omics toward tumor microbiome research
📕 Journal: iMeta
🗓Publish year: 2022
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📲Channel: @Bioinformatics
#review #multi_omics #tumor
📕 Journal: iMeta
🗓Publish year: 2022
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📲Channel: @Bioinformatics
#review #multi_omics #tumor
👍5
📄Unsupervised Multi-Omics Data Integration Methods: A Comprehensive Review
📕Journal: Frontiers in Genetics (I.F.=4.772)
🗓Publish year: 2022
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📲Channel: @Bioinformatics
#review #multi_omics #integration
📕Journal: Frontiers in Genetics (I.F.=4.772)
🗓Publish year: 2022
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📲Channel: @Bioinformatics
#review #multi_omics #integration
👍5
📃 Dealing with dimensionality: the application of machine learning to multi-omics data
📘Journal: Bioinformatics (I.F.=5.8)
🗓Publish year: 2023
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📲Channel: @Bioinformatics
#review #ml #dimention #multi_omics
📘Journal: Bioinformatics (I.F.=5.8)
🗓Publish year: 2023
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📲Channel: @Bioinformatics
#review #ml #dimention #multi_omics
❤6👍2👏1
📑Applications of multi-omics analysis in human diseases
📓Journal: MedComm (I.F.=10.7)
🗓Publish year: 2023
🧑💻Authors: Chongyang Chen, Jing Wang, Donghui Pan, ...
🏢University: Jiangsu Institute of Nuclear Medicine, Shenzhen Center for Disease Control and Prevention, China
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📲Channel: @Bioinformatics
#reveiw #survey #multi_omics #disease
📓Journal: MedComm (I.F.=10.7)
🗓Publish year: 2023
🧑💻Authors: Chongyang Chen, Jing Wang, Donghui Pan, ...
🏢University: Jiangsu Institute of Nuclear Medicine, Shenzhen Center for Disease Control and Prevention, China
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📲Channel: @Bioinformatics
#reveiw #survey #multi_omics #disease
👍7❤1🔥1
🎓 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
📔Doctoral thesis from Stockholm University, Sweden
🗓Publish year: 2024
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📲Channel: @Bioinformatics
#thesis #multi_omics #pathway #network
👍10
📄 A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches
🗓 Publish year: 2025
🧑💻Authors: Ana R. Baião, Zhaoxiang Cai, Rebecca C Poulos, ...
🏢Universities: Universidade de Lisboa, Portugal - The University of Sydney, Australia
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📲Channel: @Bioinformatics
#review #multi_omics #generative
🗓 Publish year: 2025
🧑💻Authors: Ana R. Baião, Zhaoxiang Cai, Rebecca C Poulos, ...
🏢Universities: Universidade de Lisboa, Portugal - The University of Sydney, Australia
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📲Channel: @Bioinformatics
#review #multi_omics #generative
👍7❤2👏1
Forwarded from Network Analysis Resources & Updates
📄 Network-based multi-omics integrative analysis methods in drug discovery: a systematic review
📗 Journal: BioData Mining (I.F.=4)
🗓 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
📗 Journal: BioData Mining (I.F.=4)
🗓 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
👍4👌2❤1👏1
📃 A Comprehensive Guide to Validating Bioinformatics Findings: From In Silico to In Vitro
🗓 Publish year: 2025
🧑💻Authors: Tianyang Wang, Silin Chen, Yunze Wang, ... (17 authros)
🏢Universities: (University of Liverpool, UK), (Indiana University, USA), (Simon Fraser University, Canada), (Kyoto University, Japan), ...
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📲Channel: @Bioinformatics
#review #gene #protein #ai #multi_omics #NGS
🗓 Publish year: 2025
🧑💻Authors: Tianyang Wang, Silin Chen, Yunze Wang, ... (17 authros)
🏢Universities: (University of Liverpool, UK), (Indiana University, USA), (Simon Fraser University, Canada), (Kyoto University, Japan), ...
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📲Channel: @Bioinformatics
#review #gene #protein #ai #multi_omics #NGS
👍4❤1👏1
📃 A Comprehensive Review of Deep Learning Applications with Multi-Omics Data in Cancer Research
📘 Journal: Genes (I.F.=2.8)
🗓Publish year: 2025
🧑💻Authors: Flavio Sartori,Francesco Codicè,Isabella Caranzano, ...
🏢Universities: Department of Medical Sciences, University of Torino, Italy
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📲Channel: @Bioinformatics
#review #deep_learning #cancer #genomics #multi_omics
📘 Journal: Genes (I.F.=2.8)
🗓Publish year: 2025
🧑💻Authors: Flavio Sartori,Francesco Codicè,Isabella Caranzano, ...
🏢Universities: Department of Medical Sciences, University of Torino, Italy
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📲Channel: @Bioinformatics
#review #deep_learning #cancer #genomics #multi_omics
❤8👍2👏1👌1
📃 Graph Neural Networks in Multi-Omics Cancer Research: A Structured Survey
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
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📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
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📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
❤6👍1👏1