Deepak Ranjan Nayak
Scholar

Deepak Ranjan Nayak

Google Scholar ID: ciWMFiAAAAAJ
Assistant Professor, Malaviya National Institute of Technology Jaipur
Medical Image AnalysisComputer VisionMachine LearningDeep LearningAI in Healthcare
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Citations & Impact
All-time
Citations
3,164
 
H-index
29
 
i10-index
51
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
5 items
Sharpening Lightweight Models for Generalized Polyp Segmentation: A Boundary Guided Distillation from Foundation Models
2026
Cited
0
From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation
2025
Cited
0
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
2025
Cited
0
SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
2025
Cited
0
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation
2025
Cited
0
Resume (English only)
Co-authors
14 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Yudong Zhang
Yudong Zhang
University of Leicester, HFWLA/FIET/FEAI/FBCS/SMIEEE/SMACM/DSACM, Clarivate Highly Cited Researcher
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Shuihua Wang
Shuihua Wang
Xi'an Jiaotong-Liverpool University
Co-author 7
Co-author 7
Co-author 8
Co-author 8