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Staff profile

Overview

Dr Roya Arian

Post Doctoral Research Associate - Bioengineering Node

Affiliations
AffiliationTelephone
Post Doctoral Research Associate - Bioengineering Node in the Department of Engineering
ECR Member in the Wolfson Research Institute for Health and Wellbeing

Biography

I am a Postdoctoral Research Associate at Durham University, specializing in enhancing the quality of home-based Optical Coherence Tomography (OCT) images. I am also a member of the Engineering Ethics Committee, reflecting my commitment to ethical practices in research and innovation. With a PhD in Biomedical Engineering (Bioelectronics), I bring expertise in AI-driven medical innovations, including drug discovery, biomarker detection, and imaging analysis. Previously, I reduced equipment downtime and optimized costs as a medical equipment expert, earning recognition for enhancing service quality. Proficient in Python and MATLAB, I develop advanced AI tools to bridge engineering and medicine, driving healthcare innovation and better patient care.

Research interests

  • Artificial Intelligence
  • Machine learning / Deep Learning
  • Image Processing (Medical Image Processing, Computer Vision, Graph based image processing, Image modeling, Noise reduction methods)
  • Time-frequency methods (Sparse representations, Dictionary learning, X-lets)
  • Medical Data Analysis
  • Image Quality Assessment

Publications