The College of Computer Science and Information Technology at University of Basrah organized a scientific lecture on: "Detecting human bone fractures using artificial intelligence" The lecture aims to revolutionize the field of radiology. This approach takes advantage of advanced neural network structures to improve the accuracy and efficiency of identifying fractures in X-rays, computed tomography and magnetic resonance imaging. The lecture, presented by the student in the Department of Computer Science "Huda Tahseen Ali", included exceptional performance in image analysis tasks due to the ability of these networks to automatically learn hierarchical features from raw pixel data. This ability makes deep learning particularly suitable for medical imaging applications, where image complexities can pose significant challenges.