Dr. Manoj Kumar Singh

About

Dr. Manoj Kumar Singh received his Ph.D. in Computer Science from Jawaharlal Nehru University (JNU), New Delhi, in 2025, where his research focused on medical data analysis using deep learning. He also earned an M.Tech. in Computer Science and Technology from JNU, with research in code-based post-quantum cryptography, and holds M.Sc. and B.Sc. (Hons.) degrees in Mathematics from the University of Delhi.
His research interests include medical image analysis, deep learning, machine learning, computer vision, plant disease classification, cryptography, and mathematical modeling. His work primarily focuses on developing novel deep learning architectures for medical image segmentation and disease diagnosis, with applications in colorectal cancer, breast cancer, brain tumor, and cell nuclei analysis.
Dr. Singh has authored several research articles in internationally recognized journals, including International Journal of Imaging Systems and Technology, Evolving Systems, Multimedia Tools and Applications, Transactions on Emerging Telecommunications Technologies, and Scientific Reports. He has also presented his research at international conferences and has ongoing work under review in leading journals.
He is proficient in Python, Java, R, and LaTeX, with expertise in artificial intelligence, medical image computing, and scientific research. His academic achievements include qualifying the UGC Junior Research Fellowship (JRF), GATE, and IIT-JAM examinations, and receiving the Global Distinguished Young Scientist Award in 2024.

Employment

• University Grants Commission Senior Research Fellow
  2024 - Present
• University Grants Commission Junior Research Fellow
  2022 - 2024
• Jawaharlal Nehru University Doctoral Research Scholar
  2021 - Present
• Jawaharlal Nehru University Doctoral Research Scholar
  2021 - Present

Education

• Jawaharlal Nehru University Ph.D.
  2021 - Present
• Jawaharlal Nehru University M.Tech. in Computer Science & Technology
  2019 - 2021
• University of Delhi M.Sc. in Mathematics
  2017 - 2019
• University of Delhi B.Sc. (Hons.) in Mathematics
  2013 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• MambaPolyp: Gated State‐Space Modeling With Multi‐Scale Context and Boundary‐Refinement for Colorectal Polyp Segmentation
  International Journal of Imaging Systems and Technology 2026 DOI: 10.1002/ima.70445
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• DCRU-Net: Dynamic Contextual Residual U-Net for Medical Image Segmentation
  Journal of Data Science and Intelligent Systems 2025 DOI: 10.47852/bonviewJDSIS52024977
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• CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation
  Evolving Systems 2025 DOI: 10.1007/s12530-025-09716-7
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• DenseSegNet: Densely Separable Network for Cell Nuclei Segmentation With Multi‐Scale Feature Fusion and Adaptive Attention Mechanisms
  International Journal of Imaging Systems and Technology 2025 DOI: 10.1002/ima.70103
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• HACDRAN: A Novel Hybrid Atrous Convolution Model With Densenet and Residual Attenuation Network for Multi‐Plant Leaf Disease Classification
  Transactions on Emerging Telecommunications Technologies 2025
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• Hybrid sigmoid activation function and transfer learning assisted breast cancer classification on histopathological images
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-17808-2
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• Code-Based Cryptography: A Comparative Study of Key Sizes
  Communications in Computer and Information Science 2023 DOI: 10.1007/978-3-031-25088-0_32
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