πRecent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review
πJournal: Molecules (I.F.=4.2)
πPublish year: 2023
π§βπ»Authors: Minhyeok Lee
π’University: Chung-Ang University, Republic of Korea
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#review #ppi #deep_learning
πJournal: Molecules (I.F.=4.2)
πPublish year: 2023
π§βπ»Authors: Minhyeok Lee
π’University: Chung-Ang University, Republic of Korea
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π²Channel: @Bioinformatics
#review #ppi #deep_learning
π6β€1π1
π Deep learning methods for protein structure prediction
πJournal: MedComm β Future Medicine
πPublish year: 2024
π§βπ»Authors: Yiming Qin, Zihan Chen, Ye Peng, ...
π’University: Macau University of Science and Technology, China
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π²Channel: @Bioinformatics
#review #deep_learning #protein
πJournal: MedComm β Future Medicine
πPublish year: 2024
π§βπ»Authors: Yiming Qin, Zihan Chen, Ye Peng, ...
π’University: Macau University of Science and Technology, China
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π²Channel: @Bioinformatics
#review #deep_learning #protein
π10β€2π₯2
πA Survey of Deep Learning Methods for Estimating the Accuracy of Protein Quaternary Structure Models
π Journal: Computational and Structural Biotechnology Journal (I.F.=4.4)
πPublish year: 2024
π§βπ»Authors: Xiao Chen, Jian Liu, Nolan Park, ...
π’Universities: University of Missouri, USA
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π²Channel: @Bioinformatics
#review #deep_learning #protein #quaternary
π Journal: Computational and Structural Biotechnology Journal (I.F.=4.4)
πPublish year: 2024
π§βπ»Authors: Xiao Chen, Jian Liu, Nolan Park, ...
π’Universities: University of Missouri, USA
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π²Channel: @Bioinformatics
#review #deep_learning #protein #quaternary
π5β€1
πDeep learning approaches for non-coding genetic variant effect prediction: current progress and future prospects
π Journal: Briefings in Bioinformatics (I.F.=6.8)
πPublish year: 2024
π§βπ»Authors: Xiaoyu Wang, Fuyi Li, Yiwen Zhang, Seiya Imoto,, ...
π’Universities:
- Monash University, Melbourne - The University of Adelaide, Australia
- The University of Tokyo, Japan
- Westlake University, China
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π²Channel: @Bioinformatics
#review #deep_learning #non_coding
π Journal: Briefings in Bioinformatics (I.F.=6.8)
πPublish year: 2024
π§βπ»Authors: Xiaoyu Wang, Fuyi Li, Yiwen Zhang, Seiya Imoto,, ...
π’Universities:
- Monash University, Melbourne - The University of Adelaide, Australia
- The University of Tokyo, Japan
- Westlake University, China
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π²Channel: @Bioinformatics
#review #deep_learning #non_coding
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π Advances of the recent data-driven paradigm shift in medicine and healthcare: From machine learning to deep learning
π Journal: Current Research in Biotechnology (I.F.=3.6)
π§βπ»Authors: Chiranjib Chakraborty, Manojit Bhattachary, Soumen Pal,...
π’Universities:
Adamas University - Fakir Mohan University- Vellore Institute of Technology, India
Hallym University-Chuncheon Sacred Heart Hospital, Republic of Korea
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π²Channel: @Bioinformatics
#review #medicine #healthcare #ml #deep_learning
π Journal: Current Research in Biotechnology (I.F.=3.6)
π§βπ»Authors: Chiranjib Chakraborty, Manojit Bhattachary, Soumen Pal,...
π’Universities:
Adamas University - Fakir Mohan University- Vellore Institute of Technology, India
Hallym University-Chuncheon Sacred Heart Hospital, Republic of Korea
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π²Channel: @Bioinformatics
#review #medicine #healthcare #ml #deep_learning
π3β€2
πDeep learning in cancer genomics and histopathology
π Journal: Genome Medicine (I.F.=10.4)
π Publish year: 2024
π§βπ»Authors: Michaela Unger & Jakob Nikolas Kather
π’Universities: TUD Dresden University of Technology - University Hospital Heidelberg, Germany
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π²Channel: @Bioinformatics
#review #deep_learning #genomics #histopathology
π Journal: Genome Medicine (I.F.=10.4)
π Publish year: 2024
π§βπ»Authors: Michaela Unger & Jakob Nikolas Kather
π’Universities: TUD Dresden University of Technology - University Hospital Heidelberg, Germany
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π²Channel: @Bioinformatics
#review #deep_learning #genomics #histopathology
π8π₯2
π A Survey of Deep Learning Methods in Protein Bioinformatics and its Impact on Protein Design
π Publish year: 2025
π§βπ»Author: Weihang Dai
π’Universities: The Hong Kong University of Science and Technology
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π²Channel: @Bioinformatics
#review #deep_learning #protein
π Publish year: 2025
π§βπ»Author: Weihang Dai
π’Universities: The Hong Kong University of Science and Technology
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π²Channel: @Bioinformatics
#review #deep_learning #protein
π8β€2
π Deep learning in microbiome analysis: a comprehensive review of neural network models
π Journal: Frontiers in Microbiology (I.F.=4)
π Publish year: 2025
π§βπ»Authors: Piotr Przymus, Krzysztof Rykaczewski, AdriΓ‘n MartΓn-Segura, ...
π’Universities:
- Nicolaus Copernicus University in ToruΕ & University of Warmia and Mazury in Olsztyn,, Poland
- University of Tartu, Estonia
- University of Cambridge, United Kingdom
- Technical University of Applied Sciences Wildau, Germany
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π²Channel: @Bioinformatics
#review #deep_learning #microbiome
π Journal: Frontiers in Microbiology (I.F.=4)
π Publish year: 2025
π§βπ»Authors: Piotr Przymus, Krzysztof Rykaczewski, AdriΓ‘n MartΓn-Segura, ...
π’Universities:
- Nicolaus Copernicus University in ToruΕ & University of Warmia and Mazury in Olsztyn,, Poland
- University of Tartu, Estonia
- University of Cambridge, United Kingdom
- Technical University of Applied Sciences Wildau, Germany
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π²Channel: @Bioinformatics
#review #deep_learning #microbiome
Frontiers
Frontiers | Deep learning in microbiome analysis: a comprehensive review of neural network models
Microbiome research, the study of microbial communities in diverse environments, has seen significant advances due to the integration of deep learning (DL) m...
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π A brief survey of deep learning-based models for CircRNA-protein binding sites prediction
π Journal: Neurocomputing (I.F.=5.5)
π Publish year: 2025
π§βπ»Authors: Zhen Shen, Lin Yuan, Wenzheng Bao , ...
π’Universities: Nanyang Institute of Technology - Qilu University of Technology - Xuzhou University of Technology-Eastern Institute of Technology, China
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π²Channel: @Bioinformatics
#review #dna #deep_learning #circRNA #binding
π Journal: Neurocomputing (I.F.=5.5)
π Publish year: 2025
π§βπ»Authors: Zhen Shen, Lin Yuan, Wenzheng Bao , ...
π’Universities: Nanyang Institute of Technology - Qilu University of Technology - Xuzhou University of Technology-Eastern Institute of Technology, China
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π²Channel: @Bioinformatics
#review #dna #deep_learning #circRNA #binding
π5π2π1
πMultimodal deep learning approaches for precision oncology: a comprehensive review
π Journal: Briefings in Bioinformatics (I.F.=6.8)
π Publish year: 2025
π§βπ»Authors: Huan Yang, Minglei Yang, Jiani Chen, ...
π’Universities: University of Electronic Science and Technology of China - The First Affiliated Hospital of Zhengzhou University, China
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π²Channel: @Bioinformatics
#review #multimodal #deep_learning #oncology
π Journal: Briefings in Bioinformatics (I.F.=6.8)
π Publish year: 2025
π§βπ»Authors: Huan Yang, Minglei Yang, Jiani Chen, ...
π’Universities: University of Electronic Science and Technology of China - The First Affiliated Hospital of Zhengzhou University, China
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π²Channel: @Bioinformatics
#review #multimodal #deep_learning #oncology
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