DK
Dr. Sunil Kumar
Manipal University Jaipur, Chhatrapati Shahu Ji Maharaj University, Manav Rachna International Institute of Research and Studies
Research areas: Medicine · Radiology, Nuclear Medicine and Imaging · Advanced Neural Network Applications · COVID-19 diagnosis using AI · Supply Chain Resilience and Risk Management
0000-0003-1103-513X
Employment
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Manipal University Jaipur Assistant Professor (Selection Grade)2026 - Present
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Chhatrapati Shahu Ji Maharaj University Assistant Professor2016 - 2026
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Manav Rachna International Institute of Research and Studies Assistant Professor2011 - 2015
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Maharishi Dayanand University Assistant Professor2010 - 2011
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (29)
- Efficient Lung Cancer Identification through Integrated Deep Learning on Residual U-Net Segmented CT Images and Swin Transformer Features Save
- End-to-End 2D Floor Plan to 3D Conversion Framework Save
- Depth Estimation Leveraging Multi-Model Hybrid Fusion for Enhanced Depth Prediction Save
- COV-TViT: An Improved Diagnostic System for COVID Pneumonitis Utilizing Transfer Learning and Vision Transformer on X-Ray Images Save
- Engineering machine learning via integrating redundancy analysis in summarization with Non-negative Matrix Factorization and Latent Dirichlet Allocation Save
- PneuSwin: An Advanced X-Ray-Based Diagnostic System Integrating Ensemble Deep Learning Architectures and Swin Transformers for Pneumonia Detection Save
- Optimized Lung Cancer Identification in CT Imaging: A Synergistic Deep Learning Approach with Residual U-Net Segmentation and Swin Transformer Feature Extraction Save
- Improving pneumonia diagnosis correctness with the synergistic approach using swin transformer and deep learning architectures on chest X-ray images Save
- Transfer Learning and Transformer for Multi-parameter Water Quality Assessment: A Novel Framework Save
- Transformer-based decoder of melanoma classification using hand-crafted texture feature fusion and Gray Wolf Optimization algorithm Save
- Explainable Bayesian-Optimized XGBoost Model for Component Failure Detection in Predictive Maintenance Save
- Improving the Resilience of Supply Chains in a Post-COVID-19 Era Save
- Predictive Modeling of Supply Chain Disruptions in the COVID-19 Pandemic Using Advanced Machine Learning Approaches Save
- A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review Save
- Deep Learning-based Word Sense Disambiguation for Hindi Language Using Hindi WordNet Dataset Save
- Efficient-VGG16: A Novel Ensemble Method for the Classification of COVID-19 X-ray Images in Contrast to Machine and Transfer Learning Save
- Identification of Mycobacterium Tuberculosis Employing VGG-16 Feature Extraction and Classification Using Prominent Machine Learning Classifiers on X-rays Save
- Machine Translation of English to Hindi with the LSTM Seq2Seq Model Utilizing Attention Mechanism Save
- Personality Trait Classification from Online Text Using Hybrid Deep Learning Techniques Save
- Classification of COVID-19 X-ray images using transfer learning with visual geometrical groups and novel sequential convolutional neural networks Save