Staff profile
Overview
https://apps.dur.ac.uk/biography/image/4982
| Affiliation |
|---|
| Post Doctoral Research Associate in the Department of Engineering |
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
- Aghababaei, A., Arian, R., Soltanipour, A., Ashtari, F., Rabbani, H., & Kafieh, R. (2024). Discrimination of multiple sclerosis using scanning laser ophthalmoscopy images with autoencoder-based feature extraction. Multiple Sclerosis and Related Disorders, 88, Article 105743. https://doi.org/10.1016/j.msard.2024.105743
- Arian, R., Aghababaei, A., Soltanipour, A., Khodabandeh, Z., Rakhshani, S., Iyer, S. B., Ashtari, F., Rabbani, H., & Kafieh, R. (2024). SLO-Net: Enhancing Multiple Sclerosis Diagnosis Beyond Optical Coherence Tomography Using Infrared Reflectance Scanning Laser Ophthalmoscopy Images. Translational Vision Science & Technology, 13(7), Article 13. https://doi.org/10.1167/tvst.13.7.13
- Arian, R., Mahmoudi, T., Riazi-Esfahani, H., Faghihi, H., Mirshahi, A., Ghassemi, F., Khodabande, A., Kafieh, R., & Khalili Pour, E. (2023). Automatic Choroid Vascularity Index Calculation in Optical Coherence Tomography Images with Low-Contrast Sclerochoroidal Junction Using Deep Learning. Photonics, 10(3), Article 234. https://doi.org/10.3390/photonics10030234
- Arian, R., Vard, A., Kafieh, R., Plonka, G., & Rabbani, H. (2023). A new convolutional neural network based on combination of circlets and wavelets for macular OCT classification. Scientific Reports, 13(1), Article 22582. https://doi.org/10.1038/s41598-023-50164-7
- Kafieh, R., Arian, R., Saeedizadeh, N., Amini, Z., Serej, N. D., Minaee, S., Yadav, S. K., Vaezi, A., Rezaei, N., & Javanmard, S. H. (2021). COVID-19 in Iran: Forecasting Pandemic Using Deep Learning. Computational and mathematical methods in medicine, 2021, Article 6927985. https://doi.org/10.1155/2021/6927985
- Kafieh, R., Saeedizadeh, N., Arian, R., Amini, Z., Serej, N. D., Vaezi, A., & Javanmard, S. H. (2020). Isfahan and Covid-19: Deep spatiotemporal representation. Chaos, Solitons and Fractals, 141, Article 110339. https://doi.org/10.1016/j.chaos.2020.110339