Sonam Tyagi

Most-cited papers

A transfer learning-based brain tumor classification using magnetic resonance images
Ishwari Singh Rajput, Aditya Gupta, Vibha Jain, Sonam Tyagi
2023Multimedia tools and applications65 citations
Semantic Scholar
Digital watermarking techniques for security applications
Sonam Tyagi, H. Singh, Raghav Agarwal, Sandeep Kumar Gangwar
20162016 International Conference on Emerging Trends in Electrical Electronics & Sustainable Energy Systems (ICETEESES)41 citations
Semantic Scholar
Federated learning: Applications, Security hazards and Defense measures
Sonam Tyagi, Ishwari Singh Rajput, Richa Pandey
20232023 International Conference on Device Intelligence, Computing and Communication Technologies, (DICCT)35 citations
Semantic Scholar
Sine cosine algorithm-based feature selection for improved machine learning models in polycystic ovary syndrome diagnosis
Ishwari Singh Rajput, Sonam Tyagi, Aditya Gupta, Vibha Jain
2024Multimedia tools and applications15 citations
Semantic Scholar
Image watermarking using genetic algorithm in DCT domain
Sonam Tyagi, H. Singh, Raghav Agarwal
2017International Conference on Information Security and Cryptology10 citations
Semantic Scholar
Enhancing Driver Safety with MobileNetV2-Based Transfer Learning for Drowsiness Detection
Ishwari Singh Rajput, Sonam Tyagi, V. Pandey, Abha Upreti +1 more
2025Procedia Computer Science7 citations Open access
Semantic Scholar
A review paper on diagnosis of approximal and occlusal dental caries using digital processing of medical images
Raghav Agarwal, Abha Agrawal, H. Singh, Sonam Tyagi
20162016 International Conference on Emerging Trends in Electrical Electronics & Sustainable Energy Systems (ICETEESES)5 citations
Semantic Scholar
Advances in Medical Imaging: Using Convolutional Neural Networks for White Blood Cell Identification
Ishwari Singh Rajput, Sonam Tyagi, Aditya Gupta, Vibha Jain
2024International Journal of Image Graphics and Signal Processing4 citations Open access
Semantic Scholar
Bayesian-optimized fourth order partial differential equation filtering and wavelet fusion for denoising and enhancing the CRAG colon histopathological image dataset
Sonam Tyagi, Ishwari Singh Rajput, A. Tiwari
Biomedical Signal Processing and Control2 citations
Semantic Scholar
Generative AI-driven predictive maintenance framework for IoT sensor data analysis in industry 5.0
Ishwari Singh Rajput, Sonam Tyagi, Aditya Gupta, Prabal Verma +1 more
2026Cluster Computing1 citations
Semantic Scholar
Agentic AI with Large Language Models for Precision Farming: Advancing Sustainable Resource Optimization in Smart Agritech
Gautam Kumar, Ishwari Singh Rajput, Gulbir Singh, Anuj Kumar +1 more
2026Journal of recent Innovation in computer science technology1 citations Open access
Semantic Scholar
Urban Digital Twins with Transformers and Generative Models: A Multi-Modal Approach
Ishwari Singh Rajput, Sonam Tyagi, B. Kumar
2026Procedia Computer Science1 citations Open access
Semantic Scholar
Heartbeat audio signal analysis for cardiovascular abnormality diagnosis using neural-networks
Vibha Jain, Ishwari Singh Rajput, Aditya Gupta, Sonam Tyagi
2025Health Information Science and Systems1 citations
Semantic Scholar
Vision Transformer-based Framework for Medical Deepfake Detection in Lung Cancer CT Scans
Ishwari Singh Rajput, Aditya Gupta, Vibha Jain, Sonam Tyagi
2026Procedia Computer Science0 citations Open access
Semantic Scholar
Balancing Alzheimer’s MRI Classification via GAN and Vision Transformer–Based Augmentation with EfficientNet-B0
Ishwari Singh Rajput, Anuj Kumar, Gautam Kumar, Sonam Tyagi
2026Procedia Computer Science0 citations Open access
Semantic Scholar
Ensemble Learning-Based Wine Quality Prediction Using Optimized Feature Selection and XGBoost
Sonam Tyagi, Ishwari Singh Rajput, B. Kumar, H. Negi
2025International journal of mathematical, engineering and management sciences0 citations Open access
Semantic Scholar
CLINICAL EFFECTS OF LEVAMISOLE AND ANTIOXIDANTS AND THEIR EFFECTS ON SERUM IMMUNOGLOBULINS IGG, IGA AND IGM: A COMPARATIVE CLINICAL STUDY IN MANAGEMENT OF OSMF.
Akshay Sharma, Sonam Tyagi, Saddam
20200 citations
Semantic Scholar