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Machine Learning in Bioinformatics

24 та иш

  1. Generative Pre-Training from Molecules

    Sanjar Adilov

    ПрепринтMachine Learning in Materials ScienceChemRxiv20210 иқтибос
    ABI

  2. Generative Pre-Training from Molecules

    Sanjar Adilov

    ПрепринтMachine Learning in Materials Science20210 иқтибос
    ABI

  3. Bioinformatics: Computational Approaches for Genomics and Proteomics

    Sugumar Mohanasundaram, Deepa Dhatwalia, P. Vijayaraghavan +2

    МақолаGenetics, Bioinformatics, and Biomedical ResearchE3S Web of Conferences20230 иқтибос
    ABI

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

    Abhijit Kumar, Sumit Kumar, Kévin Riou +3

    МақолаMachine Learning in Bioinformatics20240 иқтибос
    ABI

  5. Comparative analysis of QSAR feature selection methods

    Rifkat Davronov, Samariddin Kushmuratov

    МақолаComputational Drug Discovery MethodsAIP conference proceedings20240 иқтибос
    ABI

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

    Muhammad Shahzad, Ruhal Lohana, Khursheed Aurangzeb +5

    МақолаComputational Drug Discovery MethodsInternational Journal of Imaging Systems and Technology20240 иқтибос
    ABI

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

    Barno Solieva

    МақолаNeural Networks and ApplicationsAIP conference proceedings20240 иқтибос
    ABI

  8. Machine Learning Techniques for Protein Structure Prediction in Bioinformatics

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

    МақолаGenetics, Bioinformatics, and Biomedical Research20240 иқтибос
    ABI

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

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

    МақолаEEG and Brain-Computer InterfacesBiomedical Engineering20240 иқтибос
    ABI

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

    Bhupendra Malviya, Yigitaliyev Alisher, Mahima Sharma +3

    МақолаMachine Learning in Bioinformatics20240 иқтибос
    ABI

  11. Advanced machine learning framework for enhancing breast cancer diagnostics through transcriptomic profiling

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

    МақолаGene expression and cancer classificationDiscover Oncology20250 иқтибос
    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

    МақолаMachine Learning in BioinformaticsAlexandria Engineering Journal20250 иқтибос
    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

    МақолаComputational Drug Discovery MethodsBriefings in Bioinformatics20250 иқтибос
    ABI

  14. Artificial intelligence‐driven anticancer peptide discovery

    Junrui Wu, Shuaiqi Ji, Kashif Iqbal Sahibzada +18

    Мақолаvaccines and immunoinformatics approachesiMetaOmics.20250 иқтибос
    ABI

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

    Rahu Sikander, Narmeen Zakaria Bawany, Ali Ghulam +2

    МақолаFlavonoids in Medical ResearchJournal of medical & health sciences review.20250 иқтибос
    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

    МақолаFractal and DNA sequence analysisBiosystems20250 иқтибос
    ABI

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

    Sardor Kamolov, Yokubjon Khursanov, Orzu Sokhibnazarov +5

    МақолаProtein Structure and Dynamics20250 иқтибос
    ABI

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

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

    МақолаComputational Drug Discovery MethodsChemical Biology & Drug Design20250 иқтибос
    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

    МақолаComputational Drug Discovery MethodsRSC Advances20260 иқтибос
    ABI

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

    Zhainagul Khamitova, Gulmira Omarova, Madi Akhmetzhanov +7

    МақолаArtificial Intelligence in HealthcareComputers20260 иқтибос
    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

    МақолаGene expression and cancer classificationGenetics and Molecular Research20260 иқтибос
    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

    МақолаMachine Learning in BioinformaticsGenetics and Molecular Research20260 иқтибос
    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

    МақолаMachine Learning in Bioinformatics20260 иқтибос
    ABI

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

    Fateha Jannat Ayrin, Tanjim Mahmud, Bekmirzayev Eshkuvvat +3

    МақолаBacteriophages and microbial interactions20260 иқтибос
    ABI