BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

124 related articles for article (PubMed ID: 38595932)

  • 1. A comparative study in class imbalance mitigation when working with physiological signals.
    Abdulsadig RS; Rodriguez-Villegas E
    Front Digit Health; 2024; 6():1377165. PubMed ID: 38595932
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Structure-activity relationship-based chemical classification of highly imbalanced Tox21 datasets.
    Idakwo G; Thangapandian S; Luttrell J; Li Y; Wang N; Zhou Z; Hong H; Yang B; Zhang C; Gong P
    J Cheminform; 2020 Oct; 12(1):66. PubMed ID: 33372637
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Improvement of P300-Based Brain-Computer Interfaces for Home Appliances Control by Data Balancing Techniques.
    Lee T; Kim M; Kim SP
    Sensors (Basel); 2020 Sep; 20(19):. PubMed ID: 33003367
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Joint modeling strategy for using electronic medical records data to build machine learning models: an example of intracerebral hemorrhage.
    Tang J; Wang X; Wan H; Lin C; Shao Z; Chang Y; Wang H; Wu Y; Zhang T; Du Y
    BMC Med Inform Decis Mak; 2022 Oct; 22(1):278. PubMed ID: 36284327
    [TBL] [Abstract][Full Text] [Related]  

  • 5. SMOTE for high-dimensional class-imbalanced data.
    Blagus R; Lusa L
    BMC Bioinformatics; 2013 Mar; 14():106. PubMed ID: 23522326
    [TBL] [Abstract][Full Text] [Related]  

  • 6. A Synthetic Minority Oversampling Technique Based on Gaussian Mixture Model Filtering for Imbalanced Data Classification.
    Xu Z; Shen D; Kou Y; Nie T
    IEEE Trans Neural Netw Learn Syst; 2024 Mar; 35(3):3740-3753. PubMed ID: 35984792
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms.
    Shaha TR; Begum M; Uddin J; Torres VY; Iturriaga JA; Ashraf I; Samad MA
    BMC Med Res Methodol; 2024 Jun; 24(1):123. PubMed ID: 38831346
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Enhancing the prediction of IDC breast cancer staging from gene expression profiles using hybrid feature selection methods and deep learning architecture.
    Kishore A; Venkataramana L; Prasad DVV; Mohan A; Jha B
    Med Biol Eng Comput; 2023 Nov; 61(11):2895-2919. PubMed ID: 37530887
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis.
    Ahsan MM; Ali MS; Siddique Z
    Neural Netw; 2024 May; 173():106157. PubMed ID: 38335796
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Implications of resampling data to address the class imbalance problem (IRCIP): an evaluation of impact on performance between classification algorithms in medical data.
    Welvaars K; Oosterhoff JHF; van den Bekerom MPJ; Doornberg JN; van Haarst EP;
    JAMIA Open; 2023 Jul; 6(2):ooad033. PubMed ID: 37266187
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Network intrusion detection using oversampling technique and machine learning algorithms.
    Ahmed HA; Hameed A; Bawany NZ
    PeerJ Comput Sci; 2022; 8():e820. PubMed ID: 35111914
    [TBL] [Abstract][Full Text] [Related]  

  • 12. SMOTE-CD: SMOTE for compositional data.
    Nguyen T; Mengersen K; Sous D; Liquet B
    PLoS One; 2023; 18(6):e0287705. PubMed ID: 37384667
    [TBL] [Abstract][Full Text] [Related]  

  • 13. DBCSMOTE: a clustering-based oversampling technique for data-imbalanced warfarin dose prediction.
    Tao Y; Zhang Y; Jiang B
    BMC Med Genomics; 2020 Oct; 13(Suppl 10):152. PubMed ID: 33087117
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Oversampling methods for machine learning model data training to improve model capabilities to predict the presence of Escherichia coli MG1655 in spinach wash water.
    Stanosheck JA; Castell-Perez ME; Moreira RG; King MD; Castillo A
    J Food Sci; 2024 Jan; 89(1):150-173. PubMed ID: 38051016
    [TBL] [Abstract][Full Text] [Related]  

  • 15. A study of dealing class imbalance problem with machine learning methods for code smell severity detection using PCA-based feature selection technique.
    Rao RS; Dewangan S; Mishra A; Gupta M
    Sci Rep; 2023 Sep; 13(1):16245. PubMed ID: 37758824
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Outlier-SMOTE: A refined oversampling technique for improved detection of COVID-19.
    Turlapati VPK; Prusty MR
    Intell Based Med; 2020 Dec; 3():100023. PubMed ID: 33289013
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Predictive Analysis of Diabetes-Risk with Class Imbalance.
    ElSeddawy AI; Karim FK; Hussein AM; Khafaga DS
    Comput Intell Neurosci; 2022; 2022():3078025. PubMed ID: 36268149
    [TBL] [Abstract][Full Text] [Related]  

  • 18. On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings.
    Sánchez Brea ML; Barreira Rodríguez N; Sánchez Maroño N; Mosquera González A; García-Resúa C; Giráldez Fernández MJ
    Artif Intell Med; 2016 Jul; 71():30-42. PubMed ID: 27506129
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Cervical Cancer Identification with Synthetic Minority Oversampling Technique and PCA Analysis using Random Forest Classifier.
    Geetha R; Sivasubramanian S; Kaliappan M; Vimal S; Annamalai S
    J Med Syst; 2019 Jul; 43(9):286. PubMed ID: 31312985
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Deep Learning Feature Extraction Approach for Hematopoietic Cancer Subtype Classification.
    Park KH; Batbaatar E; Piao Y; Theera-Umpon N; Ryu KH
    Int J Environ Res Public Health; 2021 Feb; 18(4):. PubMed ID: 33672300
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 7.