Roya Arian

Welcome to My Research Backgrounds

Artificial Intelligence In Medicine

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.

Discover Our Expertise
Explore my research contributions on my Google Scholar profile. For more details on my academic work, visit my Durham University staff page, with the address provided at the end of the page.

Timeline

 

University of Durham

Post Doctoral Research Associate

02/12/2024
 

Medical Image and Signal Processing (MISP) Research Center

Research Assistant

12/02/2019
 

Shiraz Mother and Child Hospital

Medical equipment expert

20/04/2015

HONORS AND AWARDS

Elite Graduate Recognition

In 2024, I was honored to be selected as a member of Iran's National Elites Foundation and acknowledged as an elite graduate.

Article of the Year Award

In 2021, I was honored with the Article of the Year Award from Hindawi for my publication titled "COVID-19 in Iran: Pandemic Prediction Using Deep Learning."

Top Rank in National PhD Entrance Exam

In 2019, I ranked first in the national PhD Entrance Exam in Biomedical Engineering in Iran and received a full-funded PhD acceptance at Isfahan University of Medical Sciences, Isfahan, Iran.

M.Sc. Entrance Exam Achievement

In 2017, I ranked 8th in the national M.Sc. Entrance Exam in Biomedical Engineering in Iran and received a full scholarship for my M.Sc. studies at Isfahan University of Medical Sciences, Isfahan, Iran.

Articles

SLO-Net

Discrimination of multiple sclerosis using scanning laser ophthalmoscopy images with autoencoder-based feature extraction

A new convolutional neural network based on combination of circlets and wavelets for macular OCT classification

Automatic Choroid Vascularity Index Calculation in Optical Coherence Tomography Images with Low-Contrast Sclerochoroidal Junction Using Deep Learning

COVID-19 in Iran: Forecasting Pandemic Using Deep Learning

Isfahan and Covid-19: Deep spatiotemporal representation

Protein kinase inhibitors’ classification using K-Nearest neighbor algorithm

AREAS OF INTEREST

01

Artificial Intelligence

Artificial Intelligence in Medicine

02

Machine learning / Deep Learning

Machine learning, and Deep Learning on biomedical data

03

Image Processing

Medical Image Processing, Computer Vision, Graph based image processing, Image modeling, Noise reduction methods

04

Time-frequency methods

Sparse representations, Dictionary learning, X-lets

05

Medical Data Analysis

Mathematical and Statistical Analysis

Contact

  • durham university Engineering Department, Durham University

My academic website: https://www.durham.ac.uk/staff/roya-arian/ google scholar: https://scholar.google.com/citations?user=63H5hx4AAAAJ&hl=en&oi=ao

I BUILT MY SITE FOR FREE USING