Dr. Santanu Roy

Employment

• Dayananda Sagar College of Engineering Associate Professor
  2025 - 2026
• NIIT University Assistant Professor (senior level)
  2023 - 2024
• Christ University Assistant Professor
  2022 - 2024

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (21)

• An attention-based loss function and synthetic minority oversampling technique for alleviating class imbalance in predicting diabetes
  Healthcare Analytics 2025 DOI: 10.1016/j.health.2025.100399
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• AD-Lite Net: A Lightweight and Concatenated CNN Model for Alzheimer’s Detection from MRI Images
  Santanu Roy, Archit Gupta, Shubhi Tiwari +1 more
  2025 DOI: 10.1007/978-3-031-78198-8_1
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• Edge Attention Module for Object Classification
  Proceedings of the International Joint Conference on Neural Networks 2025 DOI: 10.1109/IJCNN64981.2025.11227631
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• Edge Attention Module for Object Classification
  Arxiv 2025 DOI: 10.48550/arXiv.2502.03103
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• Fibonacci-Net: A Lightweight CNN model for Automatic Brain Tumor Classification
  Arxiv 2025 DOI: 10.48550/arXiv.2503.13928
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• MSAD-Net: Multiscale and Spatial Attention-based Dense Network for Lung Cancer Classification
  Arxiv 2025 DOI: 10.48550/arXiv.2504.14626
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• Novel Pooling-Based VGG-Lite for Pneumonia and Covid-19 Detection From Imbalanced Chest X-Ray Datasets
  Santanu Roy, Ashvath Suresh, Palak Sahu +2 more
  IEEE Transactions on Emerging Topics in Computational Intelligence 2025 DOI: 10.1109/TETCI.2025.3577509
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• Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
  Arxiv 2025 DOI: 10.48550/arXiv.2504.07468
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• A Novel Spatial Attention Module (SAM) for Alzheimer’s Detection from MRI Images
  Santanu Roy, Archit Gupta, Shubhi Tiwari +3 more
  ACM International Conference Proceeding Series 2024 DOI: 10.1145/3702250.3702274
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• AD-Lite Net: A Lightweight and Concatenated CNN Model for Alzheimer’s Detection from MRI Images
  Arxiv 2024 DOI: 10.48550/arXiv.2409.08170
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• Histogram Matching Based Data-Augmentation and Its Impact on CNN Model for Covid-19 and Pneumonia Detection from Radiology Images
  2024 DOI: 10.1007/978-3-031-58181-6_12
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• Mathematical analysis of histogram equalization techniques for medical image enhancement: a tutorial from the perspective of data loss
  Santanu Roy, Kanika Bhalla, Rachit Patel
  Multimedia Tools and Applications 2024 DOI: 10.1007/s11042-023-15799-8
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• Log-Base2 of Gaussian Kernel for Nuclei Segmentation from Colorectal Cancer H and E-Stained Histopathology Images
  Proceedings of SPIE the International Society for Optical Engineering 2023 DOI: 10.1117/12.2679250
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• Mobile Freeze-Net with Attention-based Loss Function for Covid-19 Detection from an Imbalanced CXR Dataset
  Proceedings of the ACM Symposium on Applied Computing 2023 DOI: 10.1145/3555776.3577825
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• Custom Weighted Balanced Loss function for Covid 19 Detection from an Imbalanced CXR Dataset
  Proceedings International Conference on Pattern Recognition 2022 DOI: 10.1109/ICPR56361.2022.9956580
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• SVD-CLAHE boosting and balanced loss function for Covid-19 detection from an imbalanced Chest X-Ray dataset
  Santanu Roy, Mrinal Tyagi, Vibhuti Bansal +1 more
  Computers in Biology and Medicine 2022 DOI: 10.1016/j.compbiomed.2022.106092
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• Statistical Analysis of Histogram Equalization Techniques for Medical Image Enhancement: A Brief Study
  2022 DOI: 10.2139/ssrn.4049614
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• Modified Reinhard Algorithm for Color Normalization of Colorectal Cancer Histopathology Images
  2021 29th European Signal Processing Conference (EUSIPCO) 2021 DOI: 10.23919/eusipco54536.2021.9616117
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• Novel edge detection method for nuclei segmentation of liver cancer histopathology images
  Santanu Roy, Devikalyan Das, Shyam Lal +1 more
  Journal of Ambient Intelligence and Humanized Computing 2021 DOI: 10.1007/s12652-021-03308-4
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• Novel color normalization method for hematoxylin eosin stained histopathology images
  Santanu Roy, Shyam Lal, Jyoti Ramanath Kini
  IEEE Access 2019 DOI: 10.1109/ACCESS.2019.2894791
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