The panoramic radiographs used in PanoSpot are derived from the Panoramic Dental Xray Dataset by Walid Brahmi, Imen Jdey, and Fadoua Drira, published on Mendeley Data and licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).
Citation
Brahmi, Walid; Jdey, Imen; Drira, Fadoua (2025), “Panoramic Dental Xray Dataset”, Mendeley Data, V3, doi: 10.17632/73n3kz2k4k.3.
Modifications
The original images have been cropped and overlaid with anatomical markers and questions for training purposes. Expert annotations used to generate questions are PanoSpot's own and are not part of the source dataset.
The CC BY 4.0 license permits reuse and modification with attribution. No endorsement by the original authors is implied.
Educational use only. PanoSpot is a training aid for dental professionals and students. It is not a medical device and is not intended for diagnosis, treatment, or any clinical decision-making. Never use it to interpret a radiograph of a real patient, and never let it substitute for formal training, supervision, or your own clinical judgement.
Answers may be wrong. Questions and their “correct” answers are generated from our own expert annotations. Those annotations may contain errors, omissions, or simplifications, and anatomical variation, image quality, and overlapping structures mean more than one answer is sometimes defensible. An answer marked incorrect means it disagrees with our annotation — not that you are wrong. An answer marked correct is not proof that you are right.
Scores are not an assessment. Points, streaks, and leaderboard positions measure agreement with our annotations. They are not a measure of clinical competence and do not constitute a qualification, certification, or continuing-education credit.
The radiographs are third-party research data. They come from a publicly licensed, de-identified research dataset (see the attribution above). They are not our patients' images, and any findings shown are used for training purposes only.
Provided as is. PanoSpot is offered free of charge, without warranty of any kind, express or implied, including any implied warranty of fitness for a particular purpose. We do not guarantee accuracy, availability, or uninterrupted access, and we accept no liability for any loss or harm arising from use of the app. Content may change or be removed at any time.
Found a mistake? Please tell us — use the Feedback button on the home page, or the ⚑ Report button after answering a question in practice mode. Corrections are genuinely welcome.
Last updated: 27 August 2026