Dr. Deepak Ranjan Nayak

Employment

• Malaviya National Institute of Technology Assistant Professor
  2020 - Present
• Sardar Vallabhbhai National Institute of Technology Surat Professor (Assistant)
  2019 - 2020
• Indian Institute of Information Technology Design and Manufacturing Research Fellow
  2019 - 2019

Education

• National Institute of Technology Rourkela Ph.D.

Projects & Funding

Projects & funding information is unavailable.

Publications (69)

• MixWT-Net: A MixStyle and Wavelet-Guided Transformer Network for Generalized Glaucoma Classification
  IEEE Sensors Letters 2026 DOI: 10.1109/LSENS.2026.3681687
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• CaDT-Net: A Cascaded Deformable Transformer Network for Multiclass Breast Cancer Histopathological Image Classification
  2026 DOI: 10.1007/978-981-96-6594-5_26
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• Histoformer: A Frequency Domain-Based Convolutional Transformer for Improved Breast Cancer Classification
  IEEE Transactions on Artificial Intelligence 2026 DOI: 10.1109/TAI.2026.3656263
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• Glaucoformer: Dual-Domain Global Transformer Network for Generalized Glaucoma Stage Classification
  IEEE Journal of Biomedical and Health Informatics 2025 DOI: 10.1109/JBHI.2025.3574997
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• WMCF-Net: Wavelet pooling-based multiscale contextual fusion network for polyp classification
  Biomedical Signal Processing and Control 2025 DOI: 10.1016/j.bspc.2025.107727
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• Multidimensional Weighted Attention-Guided Network for Diabetic Retinopathy Grading
  IEEE Transactions on Instrumentation and Measurement 2025 DOI: 10.1109/TIM.2025.3628431
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• CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2024.108454
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• ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images
  Biomedical Signal Processing and Control 2024 DOI: 10.1016/j.bspc.2023.105421
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• RDTNet: A residual deformable attention based transformer network for breast cancer classification
  Expert Systems with Applications 2024 DOI: 10.1016/j.eswa.2024.123569
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• GT-Net: global transformer network for multiclass brain tumor classification using MR images
  Biomedical Engineering Letters 2024 DOI: 10.1007/s13534-024-00393-0
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