V. Vinoth Kumar

Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50

M. Mohamed Musthafa, T R Mahesh, V. Vinoth Kumar et al. · BMC Medical Imaging · 2024 · 101 citations · Full text

AdaBoost Ensemble Methods Using K-Fold Cross Validation for Survivability with the Early Detection of Heart Disease

T R Mahesh, V. Dhilip Kumar, V. Vinoth Kumar et al. · Computational Intelligence and Neuroscience · 2022 · 100 citations · Full text

Heart Disease Diagnosis, Heart Failure, Engineering +26

The stratified K-folds cross-validation and class-balancing methods with high-performance ensemble classifiers for breast cancer classification

T R Mahesh, V. Vinoth Kumar, V. Dhilip Kumar et al. · Healthcare Analytics · 2023 · 95 citations · Full text

Stratified K-folds Cross-validation, Engineering, Machine Learning +23

Smart Decision-Making and Communication Strategy in Industrial Internet of Things

Kesavan Gunasekaran, V. Vinoth Kumar, A. C. Kaladevi et al. · IEEE Access · 2023 · 81 citations · Full text

Early predictive model for breast cancer classification using blended ensemble learning

T R Mahesh, V. Vinoth Kumar, V Vivek et al. · International Journal of Systems Assurance Engineering and Management · 2022 · 78 citations

Predictive Model, Classification Method, Engineering +14