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Collaborations

University of Sri Jayewardenepura logo

University of Sri Jayewardenepura

Sri Lanka

University of Peradeniya logo

University of Peradeniya

Sri Lanka

IEEE Engineering in Medicine and Biology Society logo

IEEE EMBS

International

AI & Biomedical Engineering Research Group

Sri Lanka

Research Impact & Statistics

Citations (Google Scholar)

1

i10-index (Google Scholar)

0

Total Publications

4

Google Scholar

h-index 1

Journal Articles

0

Collaborating Institutions

4

Countries Collaborated

0

Co-authors

8

Metrics are manually updated from Google Scholar. Last updated: April 2026.

Research Projects

Ongoing

Oral Cancer Grading with Medical Image Analysis

Developing AI-assisted grading workflows for oral cancer using computer vision and biomedical image processing.

  • Medical AI
  • Computer Vision
  • Biomedical Imaging
Ongoing

Applied Machine Learning for Biomedical Decision Support

Exploring machine learning models and practical decision-support interfaces for biomedical and healthcare datasets.

  • Applied ML
  • Healthcare AI
  • Decision Support
Completed

Benchmarking Transformer Architectures for OCT

Benchmarking transformer-based architectures for optical coherence tomography workflows and biomedical image analysis.

  • OCT
  • Transformers
  • Biomedical Imaging
Completed

PredictGL Web App

Designing a practical prediction interface that applies machine learning to support biomedical or clinical decision workflows.

  • Web App
  • Prediction Models
  • Applied ML
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Selected Publications

01

Comparative Analysis of Transformer and CNN Architectures for OCT-Based Detection of Circular Leaf Spot Disease in Diospyros kaki

2025 IEEE 19th International Conference on Industrial and Information Systems (ICIIS).

2026Conference PaperIEEE
02

MotionMetrics: A Hybrid Stereo Marker and Markerless System for Cost-Effective 3D Sports Biomechanics

7th International Conference on Advancements in Computing (ICAC).

2026Conference PaperIEEE
03

Development of a Multilayer Perceptron Architecture to Improve Glycemic Load Estimation from Nutritional Features over Traditional Machine Learning Models

3rd Business and ICT International Research Conference (BIIRC) 2025.

2025Conference PaperISSN 3093-5962
04

PredictGL: An AI-Driven Web Application for Glycemic Load Prediction Using Nutritional Composition Data

Peradeniya University International Research Symposium and Exposition (iPURSE) 2025.

2025Conference PaperDOI
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Review Contributions

Conference Paper Review

[Conference name / track]

[Add reviewed conference papers, year, role, or reviewing area here.]

Journal Paper Review

[Journal name]

[Add reviewed journal papers, year, role, or reviewing area here.]

Grants & Research Funding

[Amount if available]

[Grant / Scholarship / Research Support Title]

[Funding organization] · 2025 · Role: Principal investigator / collaborator - update role

[Amount if available]

[Research Equipment / Dataset / Travel Support Title]

[Funding organization] · 2024 · Role: Researcher - update role

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Top Research Areas

Medical Image Analysis Deep Learning IoT & Edge Computing Wearable Systems Signal Processing Healthcare Applications Biomedical Image Processing Computer Vision Robotics Applied Machine Learning

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