AI in Medicine

My research focuses on advancing artificial intelligence in medical imaging, particularly in understanding how tumors influence tissue texture. Medical imaging modalities capture diverse texture patterns, and a single approach often falls short in analyzing such heterogeneity. By integrating deep learning techniques with texture analysis and fractal characterization, my work aims to identify subtle abnormalities and distinguish tumor subtypes early. These methods not only enhance the detection and classification of tumors but also enable precise assessment of their progression or regression, paving the way for more effective and informed decision-making in clinical practice. (https://omar.alkadi.net)