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Machine Learning in Bioinformatics

24 works

  1. Generative Pre-Training from Molecules

    Sanjar Adilov

    PreprintMachine Learning in Materials ScienceChemRxiv20210 citations
    ABI

  2. Generative Pre-Training from Molecules

    Sanjar Adilov

    PreprintMachine Learning in Materials Science20210 citations
    ABI

  3. Bioinformatics: Computational Approaches for Genomics and Proteomics

    Sugumar Mohanasundaram, Deepa Dhatwalia, P. Vijayaraghavan +2

    ArticleGenetics, Bioinformatics, and Biomedical ResearchE3S Web of Conferences20230 citations
    ABI

  4. SVM-ERFE: An Enhanced Method for Identification of Metastatic and Relapsing Nature of Breast Cancer

    Abhijit Kumar, Sumit Kumar, Kévin Riou +3

    ArticleMachine Learning in Bioinformatics20240 citations
    ABI

  5. Comparative analysis of QSAR feature selection methods

    Rifkat Davronov, Samariddin Kushmuratov

    ArticleComputational Drug Discovery MethodsAIP conference proceedings20240 citations
    ABI

  6. Identification of biological markers in cancer disease using explainable artificial intelligence

    Muhammad Shahzad, Ruhal Lohana, Khursheed Aurangzeb +5

    ArticleComputational Drug Discovery MethodsInternational Journal of Imaging Systems and Technology20240 citations
    ABI

  7. A fuzzy approach to breast cancer diagnosis in poorly formalized processes

    Barno Solieva

    ArticleNeural Networks and ApplicationsAIP conference proceedings20240 citations
    ABI

  8. Machine Learning Techniques for Protein Structure Prediction in Bioinformatics

    Aliyev Nurillo Abdiqayumovich, J Jaisudha, Mohammed Al‐Farouni +3

    ArticleGenetics, Bioinformatics, and Biomedical Research20240 citations
    ABI

  9. A method for constructing a decision tree for the diagnosis of epilepsy in children

    Talat Magrupov, N. A. Kuchkarova, Ekaterina A. Semenova

    ArticleEEG and Brain-Computer InterfacesBiomedical Engineering20240 citations
    ABI

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

    Bhupendra Malviya, Yigitaliyev Alisher, Mahima Sharma +3

    ArticleMachine Learning in Bioinformatics20240 citations
    ABI

  11. 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

  12. Improved healthcare diagnosis accuracy through the application of deep learning techniques in medical transcription for disease identification

    Ahmed Elhadad, Ibrahim Alrashdi, Abdullah M. Albarrak +5

    ArticleMachine Learning in BioinformaticsAlexandria Engineering Journal20250 citations
    ABI

  13. A robust and interpretable graph neural network-based protocol for predicting p-glycoprotein substrates

    Kuang-Cheng Hsu, Peihua Wang, Bo‐Han Su +1

    ArticleComputational Drug Discovery MethodsBriefings in Bioinformatics20250 citations
    ABI

  14. Artificial intelligence‐driven anticancer peptide discovery

    Junrui Wu, Shuaiqi Ji, Kashif Iqbal Sahibzada +18

    Articlevaccines and immunoinformatics approachesiMetaOmics.20250 citations
    ABI

  15. <b>IDENTIFICATION OF HEMAGGLUTININ USING SEQUENCE INFORMATION MACHINE LEARNING LIGHTGBM</b>

    Rahu Sikander, Narmeen Zakaria Bawany, Ali Ghulam +2

    ArticleFlavonoids in Medical ResearchJournal of medical & health sciences review.20250 citations
    ABI

  16. Simulation peptide toxicity using the fragments of local symmetry in amino acid sequences

    Andrey A. Toropov, Alla P. Toropova, В. О. Кудышкин +3

    ArticleFractal and DNA sequence analysisBiosystems20250 citations
    ABI

  17. Accelerating Drug Discovery Using GenFold-AI for Protein Structure Prediction in Genetic Disease Research

    Sardor Kamolov, Yokubjon Khursanov, Orzu Sokhibnazarov +5

    ArticleProtein Structure and Dynamics20250 citations
    ABI

  18. Guided Ensemble Stacking Method for Predicting Biological Activities of Compounds

    Azar Shamloo, Jack A. Tuszyński, Yun K. Tam +1

    ArticleComputational Drug Discovery MethodsChemical Biology & Drug Design20250 citations
    ABI

  19. Prediction of gas chromatographic retention times of narcotic and hazardous drugs in blood using QSRR and machine learning models

    Mohamed Abu Shuheil, Ahmed Aldulaimi, Subhashree Ray +6

    ArticleComputational Drug Discovery MethodsRSC Advances20260 citations
    ABI

  20. A Calibrated Multi-Task Ensemble Architecture for Biomedical Risk Prediction

    Zhainagul Khamitova, Gulmira Omarova, Madi Akhmetzhanov +7

    ArticleArtificial Intelligence in HealthcareComputers20260 citations
    ABI

  21. 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

  22. 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

  23. 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

  24. Deep Ensemble Approach for Adeno-Associated Virus Serotype Classification

    Fateha Jannat Ayrin, Tanjim Mahmud, Bekmirzayev Eshkuvvat +3

    ArticleBacteriophages and microbial interactions20260 citations
    ABI