PhD Candidate at the University of Stavanger
Medical Imaging | Artificial Intelligence | Computer Vision | Robotics

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I am a doctoral researcher working on automated analysis of acute ischemic stroke using artificial intelligence. My research focuses on multimodal CT/MRI analysis, lesion characterization, image registration, feature extraction, and clinically meaningful interpretation with deep learning.

Before my PhD, I completed the Erasmus Mundus Joint Master in Marine and Maritime Intelligent Robotics at Instituto Superior Técnico and Université de Toulon, after a B.Sc. in Computer Science from BRAC University. My broader background includes computer vision, robotics, underwater image analysis, LIDAR perception, disaster risk reduction, and applied AI systems.

• Medical image analysis for acute stroke
• Trustworthy AI and multimodal learning
• Image registration, radiomic features, and lesion characterization
• Computer vision, robotics, LIDAR perception, and underwater imaging

• Beyond Core and Penumbra: Bi-Temporal Image-Driven Stroke Evolution Analysis
• Automated analysis of acute ischemic stroke using multimodal medical imaging
• Depth-based image augmentation and recognition for underwater environments
• Deep learning for fire and waterlogging detection in disaster risk reduction
• Perception-based autonomous driving assistance with object detection, lane detection, and distance estimation