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Gene expression and cancer classification

22 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. 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

  3. Exploratory analysis of microarray data

    T. Sheela

    DissertationGene expression and cancer classificationShodhganga20180 citations
    ABI

  4. Sparse $\ell_1$ and $\ell_2$ Center Classifiers

    Giuseppe C. Calafiore, Giulia Fracastoro

    PreprintFace and Expression RecognitionarXiv (Cornell University)20190 citations
    ABI

  5. Comparison of nonparametric estimates of the survival functions

    A. A. Abdushukurov, Sukhrob B. Bozorov

    ArticleStatistical Methods and InferenceVestnik of Samara University Natural Science Series20230 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. Advanced machine learning framework for enhancing breast cancer diagnostics through transcriptomic profiling

    Mohamed J. Saadh, Hanan Hassan Ahmed, Radhwan Abdul Kareem +11

    ArticleGene expression and cancer classificationDiscover Oncology20250 citations
    ABI

  8. Optimizing Artificial Intelligence-aided breast cancer models: An empirical analysis of binary classifiers and regression-based feature selectors

    Fakhriddin Madolimov, Asilbek Medatov, Elmira Nazirova +4

    ArticleAI in cancer detectionEngineering Applications of Artificial Intelligence20250 citations
    ABI

  9. Importance of Data Preprocessing for Accurate and Effective Prediction of Breast Cancer: Evaluation of Model Performance in Novel Data

    Vekani Baloyi, Jamolbek Mattiev, Sello Mokwena

    ArticleAI in cancer detectionBig Data and Cognitive Computing20250 citations
    ABI

  10. Innovations in Oncology Diagnostics: Genetic Research and Liquid Biopsy as Tools of Personalised Medicine

    Lazzat S. Niyazbekova, Ervin Marku, Plamen Petkov +2

    ArticleCancer Genomics and DiagnosticsAsian Pacific Journal of Cancer Prevention20250 citations
    ABI

  11. Genetic Algorithm-Based Hyperparameter Tuning for Transformer Models in Biomedical Text Mining

    Khaled Shaalan, Mohamed Elsersy, Prabakaran Paranthaman +3

    ArticleBiomedical Text Mining and Ontologies20250 citations
    ABI

  12. TaxonReportViewer: Parsing and Visualizing Taxonomic Hierarchies in Metagenomic Datasets

    Emanuel Razzolini, Claudia Regina de Souza

    PreprintGenomics and Phylogenetic StudiesbioRxiv (Cold Spring Harbor Laboratory)20250 citations
    ABI

  13. PScnv: personalized self-normalizing CNV detection with a hierarchical multi-phase framework

    Xuwen Wang, Zhili Chang, Wansheng Lv +8

    ArticleGene expression and cancer classificationBioinformatics20260 citations
    ABI

  14. 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

  15. 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

  16. Kaniadakis-driven beta-VAE Latent Spaces: Unveiling a "Relativistic" Topology for Breast Cancer Diagnosis

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleStatistical Mechanics and EntropyZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  17. Kaniadakis-driven beta-VAE Latent Spaces: Unveiling a "Relativistic" Structure of the Topology of Gene Expressions

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleStatistical Mechanics and EntropyZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  18. Disentanglement Semantico tramite beta-VAE nella Diagnostica Molecolare

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleGene expression and cancer classificationZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  19. Disentanglement Semantico tramite beta-VAE nella Diagnostica Molecolare

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleGene expression and cancer classificationZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  20. Kaniadakis-driven beta-VAE Latent Spaces: Unveiling a "Relativistic" Topology for Breast Cancer Diagnosis

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleStatistical Mechanics and EntropyZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  21. NONLINEAR DIMENSIONALITY REDUCTION OF MIXED-TYPE FEATURE SPACE BASED ON GENERALIZED ASSESSMENTS AND LATENT FEATURE ANALYSIS

    Tuhtabayev Kudratillo, Ergasheva Shohsanam

    ArticleFace and Expression RecognitionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  22. NONLINEAR DIMENSIONALITY REDUCTION OF MIXED-TYPE FEATURE SPACE BASED ON GENERALIZED ASSESSMENTS AND LATENT FEATURE ANALYSIS

    Tuhtabayev Kudratillo, Ergasheva Shohsanam

    ArticleFace and Expression RecognitionZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI