Update README.md

README.md

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 sdk: docker
 app_port: 7860
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+---
+
+# Dental X-Ray Segmentation Capstone
+
+This Space hosts a deep learning model for the automatic segmentation of dental panoramic X-rays.
+
+## How to use
+1. Upload a panoramic dental X-ray (JPEG/PNG).
+2. Click "Run Segmentation".
+3. View the overlay and detection data.
+
+## Citations and References
+
+This project utilizes the following research and datasets. Please cite them if you use this work:
+
+> Brahmi, W., & Jdey, I. (2024). Automatic tooth instance segmentation and identification from panoramic X-Ray images using deep CNN. *Multimedia Tools and Applications, 83*(18), 55565–55585.
+> Brahmi, W., Jdey, I., & Drira, F. (2024). Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. *Engineering Applications of Artificial Intelligence, 133*, 108510.
+> Abderrahim, H. (2020). *Panoramic Dental X-rays* [Data set]. Mendeley Data, V3.  
+> Available at: [https://data.mendeley.com/datasets/73n3kz2k4k/3](https://data.mendeley.com/datasets/73n3kz2k4k/3)