BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

185 related articles for article (PubMed ID: 34689442)

  • 1. Classification of imbalanced oral cancer image data from high-risk population.
    Song B; Li S; Sunny S; Gurushanth K; Mendonca P; Mukhia N; Patrick S; Gurudath S; Raghavan S; Tsusennaro I; Leivon ST; Kolur T; Shetty V; Bushan V; Ramesh R; Peterson T; Pillai V; Wilder-Smith P; Sigamani A; Suresh A; Kuriakose MA; Birur P; Liang R
    J Biomed Opt; 2021 Oct; 26(10):. PubMed ID: 34689442
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.
    Qu W; Balki I; Mendez M; Valen J; Levman J; Tyrrell PN
    Int J Comput Assist Radiol Surg; 2020 Dec; 15(12):2041-2048. PubMed ID: 32965624
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Mobile-based oral cancer classification for point-of-care screening.
    Song B; Sunny S; Li S; Gurushanth K; Mendonca P; Mukhia N; Patrick S; Gurudath S; Raghavan S; Imchen T; Leivon S; Kolur T; Shetty V; Bushan V; Ramesh R; Lima N; Pillai V; Wilder-Smith P; Sigamani A; Suresh A; Kuriakose M; Birur P; Liang R
    J Biomed Opt; 2021 Jun; 26(6):. PubMed ID: 34164967
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Computer-assisted medical image classification for early diagnosis of oral cancer employing deep learning algorithm.
    Jeyaraj PR; Samuel Nadar ER
    J Cancer Res Clin Oncol; 2019 Apr; 145(4):829-837. PubMed ID: 30603908
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Enhancing deep learning classification performance of tongue lesions in imbalanced data: mosaic-based soft labeling with curriculum learning.
    Lee SJ; Oh HJ; Son YD; Kim JH; Kwon IJ; Kim B; Lee JH; Kim HK
    BMC Oral Health; 2024 Feb; 24(1):161. PubMed ID: 38302981
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Conversion of adverse data corpus to shrewd output using sampling metrics.
    Ashraf S; Saleem S; Ahmed T; Aslam Z; Muhammad D
    Vis Comput Ind Biomed Art; 2020 Aug; 3(1):19. PubMed ID: 32779031
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification.
    Mahbod A; Schaefer G; Wang C; Dorffner G; Ecker R; Ellinger I
    Comput Methods Programs Biomed; 2020 Sep; 193():105475. PubMed ID: 32268255
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Comparative Studies on Resampling Techniques in Machine Learning and Deep Learning Models for Drug-Target Interaction Prediction.
    Azlim Khan AK; Ahamed Hassain Malim NH
    Molecules; 2023 Feb; 28(4):. PubMed ID: 36838652
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Deep Convolution Neural Network for Malignancy Detection and Classification in Microscopic Uterine Cervix Cell Images.
    P B S; Faruqi F; K S H; Kudva R
    Asian Pac J Cancer Prev; 2019 Nov; 20(11):3447-3456. PubMed ID: 31759371
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Deep Learning-Based Imbalanced Data Classification for Drug Discovery.
    Korkmaz S
    J Chem Inf Model; 2020 Sep; 60(9):4180-4190. PubMed ID: 32573225
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Interpretable deep learning approach for oral cancer classification using guided attention inference network.
    Figueroa KC; Song B; Sunny S; Li S; Gurushanth K; Mendonca P; Mukhia N; Patrick S; Gurudath S; Raghavan S; Imchen T; Leivon ST; Kolur T; Shetty V; Bushan V; Ramesh R; Pillai V; Wilder-Smith P; Sigamani A; Suresh A; Kuriakose MA; Birur P; Liang R
    J Biomed Opt; 2022 Jan; 27(1):. PubMed ID: 35023333
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Transfer Learning Based Lightweight Ensemble Model for Imbalanced Breast Cancer Classification.
    Garg S; Singh P
    IEEE/ACM Trans Comput Biol Bioinform; 2023; 20(2):1529-1539. PubMed ID: 35536810
    [TBL] [Abstract][Full Text] [Related]  

  • 13. VISAL-A novel learning strategy to address class imbalance.
    S SRV; Sivapuram AK; Ravi V; Senthil G; Gorthi RK
    Neural Netw; 2023 Apr; 161():178-184. PubMed ID: 36758464
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques.
    Kumar V; Lalotra GS; Sasikala P; Rajput DS; Kaluri R; Lakshmanna K; Shorfuzzaman M; Alsufyani A; Uddin M
    Healthcare (Basel); 2022 Jul; 10(7):. PubMed ID: 35885819
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks.
    Fernando KRM; Tsokos CP
    IEEE Trans Neural Netw Learn Syst; 2022 Jul; 33(7):2940-2951. PubMed ID: 33444149
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Experimental Study and Comparison of Imbalance Ensemble Classifiers with Dynamic Selection Strategy.
    Zhao D; Wang X; Mu Y; Wang L
    Entropy (Basel); 2021 Jun; 23(7):. PubMed ID: 34203274
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data.
    Thölke P; Mantilla-Ramos YJ; Abdelhedi H; Maschke C; Dehgan A; Harel Y; Kemtur A; Mekki Berrada L; Sahraoui M; Young T; Bellemare Pépin A; El Khantour C; Landry M; Pascarella A; Hadid V; Combrisson E; O'Byrne J; Jerbi K
    Neuroimage; 2023 Aug; 277():120253. PubMed ID: 37385392
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Inverse free reduced universum twin support vector machine for imbalanced data classification.
    Moosaei H; Ganaie MA; Hladík M; Tanveer M
    Neural Netw; 2023 Jan; 157():125-135. PubMed ID: 36334534
    [TBL] [Abstract][Full Text] [Related]  

  • 19. A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets.
    Fernández A; Carmona CJ; José Del Jesus M; Herrera F
    Int J Neural Syst; 2017 Sep; 27(6):1750028. PubMed ID: 28633551
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm.
    Ren F; Cao P; Li W; Zhao D; Zaiane O
    Comput Med Imaging Graph; 2017 Jan; 55():54-67. PubMed ID: 27507324
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.