Dr. Engy Elgamal
Dentist | AI in Dental Imaging
Exploring artificial intelligence to improve panoramic dental X-ray analysis and future dental care.
Exploring artificial intelligence to improve panoramic dental X-ray analysis and future dental care.
Hi, I'm Dr. Engy Elgamal — a dentist exploring how AI can improve dental care.
I have an interest in artificial intelligence and dental imaging, and I enjoy learning how AI can be used to improve panoramic dental X-ray analysis and support future dental research.
I am currently learning about AI tools for medical image analysis and dental research. My goal is to understand how AI can support dentistry and improve panoramic dental X-ray analysis.
I am working on a project that compares different AI models trained on panoramic dental X-rays.
The goal is to compare the models, evaluate their performance, identify weak classes, and suggest improvements for future versions.
As part of this project, I also built an AI agent that reads evaluation reports and provides a clear comparison between different model versions.
AI detection results on a panoramic dental X-ray.
Green: Teeth (7 detected)
Light Blue: Orthodontic Treatment (20 detected)
Purple: Impacted Tooth (1 detected)
As I continue learning, I plan to expand this portfolio with more AI projects, dental imaging research, and my final capstone project.
More projects exploring artificial intelligence in dentistry and medical imaging.
Future work focused on panoramic dental X-rays, annotations, and image analysis.
My final capstone project that combines my dental knowledge with artificial intelligence.
If you would like to get in touch, you can contact me using the links below or send me a message using the contact form.