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Bioinformatics and Genomic Networks

15 works

  1. GPU cards as a low cost solution for efficient and fast classification of high dimensional gene expression datasets

    Alfredo Benso, Stefano Di Carlo, Gianfranco Politano +2

    ArticleGene expression and cancer classificationPORTO Publications Open Repository TOrino (Politecnico di Torino)20100 citations
    ABI

  2. A study exploring critical pathways in clear cell renal cell carcinoma

    Zisan Zeng, Tengcheng Que, Jiange Zhang +1

    ArticleFerroptosis and cancer prognosisExperimental and Therapeutic Medicine20130 citations
    ABI

  3. Gelsius: A Literature-Based Workflow for Determining Quantitative Associations between Genes and Biological Processes

    Francesco Abate, Andrea Acquaviva, Elisa Ficarra +2

    ArticleBioinformatics and Genomic NetworksIEEE/ACM Transactions on Computational Biology and Bioinformatics20130 citations
    ABI

  4. DualWMDR: Detecting epistatic interaction with dual screening and multifactor dimensionality reduction

    Xia Cao, Guoxian Yu, Wei Ren +2

    ArticleGenetic Associations and EpidemiologyHuman Mutation20190 citations
    ABI

  5. Homological scaffold via minimal homology bases

    Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci +2

    PreprintTopological and Geometric Data AnalysisScientific Reports20210 citations
    ABI

  6. Dimensionality Reduction Using Pseudo-Boolean Polynomials for Cluster Analysis

    Tendai Mapungwana Chikake, Boris Goldengorin

    ChapterGene expression and cancer classificationSpringer optimization and its applications20230 citations
    ABI

  7. BERT-based Models for Predicting Protein-Protein Interaction Sites

    Bhupendra Malviya, Yigitaliyev Alisher, Mahima Sharma +3

    ArticleMachine Learning in Bioinformatics20240 citations
    ABI

  8. The interaction strength of keystone module in cross-kingdom network determines microbial carbon metabolic stability under temperature stress

    Kaiye Chen, Gino Yu, Hui Wang +7

    ArticleMicrobial Metabolic Engineering and BioproductionApplied Soil Ecology20250 citations
    ABI

  9. AI-Driven Approaches to Bioinformatics for Precision Medicine in Healthcare Systems

    Ihtiram Raza Khan, Isra'a M. Essa, Ghassan J.K. Al-Abedi +3

    ArticleArtificial Intelligence in Healthcare20250 citations
    ABI

  10. Graph Neural Networks for Network-Based Biomarker Discovery in Complex Diseases

    S. Anuradha, Sujaya B. L, Deepak Gupta +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  11. Glivenko-Cantelli Theorems

    Olimjon Sh. Sharipov

    ChapterAdvanced Proteomics Techniques and ApplicationsInternational Encyclopedia of Statistical Science20250 citations
    ABI

  12. Integrating multi-omics data and artificial intelligence for personalized medicine in glioblastoma

    Qamar Abuhassan, Hamzeh Al-Ameer, Pareshkumar N. Patel +5

    ArticleGlioma Diagnosis and TreatmentClinica Chimica Acta20260 citations
    ABI

  13. High-Dimensional Cancer Genomic Data Modeling Using Distributed Machine Learning Algorithms for Genetic and Transcriptomic Pattern Discovery

    K. Anitha, Omar Elkalesh, Ali Bostani +4

    ArticleGene expression and cancer classificationGenetics and Molecular Research20260 citations
    ABI

  14. An Intelligent Bioinformatics Framework Integrating Deep Neural Networks and Big Data Analytics for Comprehensive DNA–RNA Interaction and Tumor Genomic Analysis

    Geetha T V, Omar Elkalesh, Ali Bostani +4

    ArticleMachine Learning in BioinformaticsGenetics and Molecular Research20260 citations
    ABI

  15. Deep Genomic Feature Extraction Using Multimodal Neural Networks and Alzheimer’s Disease Susceptibility Prediction Role of Blood Vessels in Alzheimer’s Disease

    Juraev Azizbek, Khairullaev Uchqun, Dilafruz Nurjabova +1

    ArticleMachine Learning in Bioinformatics20260 citations
    ABI