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Overview

Dr Roya Arian

Post Doctoral Research Associate


Affiliations
AffiliationTelephone
Post Doctoral Research Associate 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

Journal Article