S Girisha

Manipal Academy of Higher Education — India

Computer Science · Physical Sciences

7h-index187citations28works2.02yr avg
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Research Topics

Advanced Neural Network Applications(6), AI in cancer detection(6), Radiomics and Machine Learning in Medical Imaging(6), Medical Imaging and Analysis(4), Video Surveillance and Tracking Methods(3)

Publications28 total

Automated lumbar spine segmentation in MRI using an enhanced U-Net with inception module and dual-output mechanism
Scientific Reports·2025Open Access
Comparative Study of Water Quality Prediction Across Domains Using Machine Learning
2025
Flood extent mapping in SAR images using semi-supervised approach
Results in Engineering·2025Open Access
Semi-supervised tissue segmentation from histopathological images with consistency regularization and uncertainty estimation
Scientific Reports·2025· 8 citedOpen Access
Consistency Regularization for Semi-Supervised Semantic Segmentation of Flood Regions From SAR Images
IEEE Access·2025· 5 citedOpen Access
Thermal Imaging Applications in Shock Detection: Technological Advancements and Clinical Implications
Engineered Science·2025· 1 cited
VGG-16, VGG-16 With Random Forest, Resnet50 With SVM, and EfficientNetB0 With XGBoost-Enhancing Bone Fracture Classification in X-Ray Using Deep Learning Models
IEEE Access·2025· 9 citedOpen Access
ETiSeg-Net: edge-aware self attention to enhance tissue segmentation in histopathological images
Multimedia Tools and Applications·2024· 2 citedOpen Access
Enhancing Histopathological Image Analysis: A Study on Effect of Color Normalization and Activation Functions
Communications in computer and information science·2024· 1 cited
Enhanced Residual U-Net with Attention for Optic Disc and Cup Segmentation in Fundus Images
Communications in computer and information science·2024
A Modified U-Net for Semantic Segmentation of Liver and Liver Tumors From CT Scans
Communications in computer and information science·2024· 1 cited
Evaluating the Effectiveness of Object Detection Algorithms for Autonomous Parking
2024
Survey on Predicting the Risk of Heart Attack Through Retinal Eye Images Analysis
International Journal of Advanced Research in Science Communication and Technology·2024Open Access
Guarding Inboxes: An NLP-Based Approach for Email Spam Detection
Lecture notes in networks and systems·2024· 1 cited
EGA-Net: Edge Guided Attention Network With Label Refinement for Parsing of Animal Body Parts
IEEE Access·2024Open Access
A Semi-Supervised Learning Approach for Tissue Semantic Segmentation in Whole Slide Images
IEEE Access·2024· 4 citedOpen Access
Self-Attention Driven Decoder for SAR Image-based Semantic Flood Zone Segmentation
2023
Semantic Segmentation of Optic Disc and Optic Cup using Deep Learning
2023
Self Attention in U-Net for Semantic Segmentation of Low Resolution SAR Images
2023
Etiseg-Net: Edge-Aware Self Attention to Enhance Tissue Segmentation in Histopathological Images
SSRN Electronic Journal·2023Open Access
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Frequent Co-authors

M. M. Manohara Pai(8), Ujjwal Verma(7), Radhika M. Pai(7), G. Savitha(7), R Rashmi(6), S Shreesha(5), Ritesh Kamath(4), Dasharathraj K Shetty(3), G. V. S. Sudhamsh(3), P. Sughosh(3), Manu Sudhi(2), Jayaraj Mymbilly Balakrishnan(2), Bhavana Kedari(2), Hrishikesh Yadav(2), Divyanshu Manawat(2), Spoorthy Torne(1), Krishnamoorthi Makkithaya(1), Prasiddh Hegde(1), Phani Kumar Pullela(1), Tamil Eniyan T(1)