Scholar
Deepak Ranjan Nayak
Google Scholar ID: ciWMFiAAAAAJ
Assistant Professor, Malaviya National Institute of Technology Jaipur
Medical Image Analysis
Computer Vision
Machine Learning
Deep Learning
AI 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
Publications
6 items
Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation
2026
Cited
0
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
Co-authors
6 total
Yudong Zhang
University of Leicester, HFWLA/FIET/FEAI/FBCS/SMIEEE/SMACM/DSACM, Clarivate Highly Cited Researcher
Shuihua Wang
Xi'an Jiaotong-Liverpool University
Rajendra Acharya
Professor, University of Southern Queensland, Australia
M. Tanveer, IEEE CIS Distinguished Lecturer
Professor and Ramanujan Fellow, IIT Indore (Some codes are available at GitHub.)
Snehashis Majhi
PhD Candidate, STARS Team, INRIA
Debesh Jha
University of South Dakota
