معرفی
Dr Alina Miron is a Senior Lecturer (Education) in the Department of Computer Science at Brunel University London, College of Engineering, Design and Physical Sciences. She is an active member of the Intelligent Data Analysis (IDA) group and specialises in computer vision, medical imaging, and AI-driven data science.
Education
- PhD in Machine Learning (focus on Autonomous Vehicles)
Research Interests
Alina’s research spans the full pipeline of visual and sequential data understanding. In computer vision, she develops algorithms for real-time perception in autonomous systems and medical-image interpretation. In natural language processing, she explores generative AI for marketing analytics. She also maintains a strong portfolio in data science, leveraging large-scale, time-series datasets to drive actionable insights. Recent work includes generative virtual try-on systems, few-shot medical-image segmentation, and AI-enhanced rehabilitation-movement analysis.
Scientific Awards
No formal awards are explicitly listed in the provided materials.
PhD Supervision & Grants
- Currently supervising doctoral projects on:
- Few-Shot Medical Segmentation Using Deep Learning
- AI-enhanced biological network modeller software
- Active collaborator with Prof Yongmin Li, Prof Xiaohui Liu, Dr Stasha Lauria, Dr Weibo Liu, and Prof Monomita Nandy.
Labs & Teams
Alina is embedded within the Intelligent Data Analysis (IDA) research group, a multidisciplinary collective advancing machine-learning solutions for health, engineering, and societal challenges.
