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README.md
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The DENTEX dataset comprises panoramic dental X-rays obtained from three different institutions using standard clinical conditions but varying equipment and imaging protocols, resulting in diverse image quality reflecting heterogeneous clinical practice. The dataset includes X-rays from patients aged 12 and above, randomly selected from the hospital's database to ensure patient privacy and confidentiality.
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To enable effective use of the FDI system, the dataset is hierarchically organized into three types of data
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(a) 693 X-rays labeled for quadrant detection and quadrant classes only,
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(c) 1005 X-rays fully labeled for abnormal tooth detection with quadrant, tooth enumeration, and diagnosis classes.
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The diagnosis class includes four specific categories: caries, deep caries, periapical lesions, and impacted teeth. An additional 1571 unlabeled X-rays are provided for pre-training.tientID_scanID_reconstructionID. For instance, "valid_53_a_1" indicates that this is a CT volume from the validation set, scan "a" from patient 53, and reconstruction 1 of scan "a". This naming convention applies to all files.
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<p align="center">
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<img src="https://cdn-lfs-us-1.huggingface.co/repos/07/fb/07fbd2b1ca9c763c4be260eb5e4505218299eeeeb38866ed3577a2b46f8870c6/5b8ee75c7c51dfeaff9a9ba30e5e3d9fab3de5c5198baaa6a2dc3e761f4567cd?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27data.png%3B+filename%3D%22data.png%22%3B&response-content-type=image%2Fpng&Expires=1712160450&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMjE2MDQ1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzA3L2ZiLzA3ZmJkMmIxY2E5Yzc2M2M0YmUyNjBlYjVlNDUwNTIxODI5OWVlZWViMzg4NjZlZDM1NzdhMmI0NmY4ODcwYzYvNWI4ZWU3NWM3YzUxZGZlYWZmOWE5YmEzMGU1ZTNkOWZhYjNkZTVjNTE5OGJhYWE2YTJkYzNlNzYxZjQ1NjdjZD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=gmf5Iji6dMFkAiy0YRnleHKRqbjgTEMTrSQY0bIFS3yo%7EKFmx6zRKLaj5Th0Hx9wz%7EeorMre%7EWUAA1P8Y1bObjGhB54ERJrPevoBQS-0BHPoxwu8ArgtkfhgEsi67Fh%7EUqWHKDiYUhKutgjyJFn32rUlJwEdgCiSIlgsvYm3YriXkKbP3fqtnTFbRZzvFpyMAWkCeVBWtYAMnEGIvmUYjSahwouZKSaadIEjSxYwrsFNtWpCt69G10DqJg99zvPExRRPtmaXA4qVZ3Am4jyspG2hWbqfU5IVO-rXkVj%7EU2aas9auY%7EI9psibddpMxxhOw6q7VuFyNJpKntkuJUawLg__&Key-Pair-Id=KCD77M1F0VK2B" width="100%">
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The DENTEX dataset comprises panoramic dental X-rays obtained from three different institutions using standard clinical conditions but varying equipment and imaging protocols, resulting in diverse image quality reflecting heterogeneous clinical practice. The dataset includes X-rays from patients aged 12 and above, randomly selected from the hospital's database to ensure patient privacy and confidentiality.
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To enable effective use of the FDI system, the dataset is hierarchically organized into three types of data:
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+
- (a) 693 X-rays labeled for quadrant detection and quadrant classes only,
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+
- (b) 634 X-rays labeled for tooth detection with quadrant and tooth enumeration classes,
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+
- (c) 1005 X-rays fully labeled for abnormal tooth detection with quadrant, tooth enumeration, and diagnosis classes.
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+
The diagnosis class includes four specific categories: caries, deep caries, periapical lesions, and impacted teeth. An additional 1571 unlabeled X-rays are provided for pre-training. The naming convention, such as 'patientID_scanID_reconstructionID', is used for file identification, e.g., "valid_53_a_1" indicates that this is a CT volume from the validation set, scan "a" from patient 53, and reconstruction 1 of scan "a".
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<p align="center">
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<img src="https://cdn-lfs-us-1.huggingface.co/repos/07/fb/07fbd2b1ca9c763c4be260eb5e4505218299eeeeb38866ed3577a2b46f8870c6/5b8ee75c7c51dfeaff9a9ba30e5e3d9fab3de5c5198baaa6a2dc3e761f4567cd?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27data.png%3B+filename%3D%22data.png%22%3B&response-content-type=image%2Fpng&Expires=1712160450&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMjE2MDQ1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzA3L2ZiLzA3ZmJkMmIxY2E5Yzc2M2M0YmUyNjBlYjVlNDUwNTIxODI5OWVlZWViMzg4NjZlZDM1NzdhMmI0NmY4ODcwYzYvNWI4ZWU3NWM3YzUxZGZlYWZmOWE5YmEzMGU1ZTNkOWZhYjNkZTVjNTE5OGJhYWE2YTJkYzNlNzYxZjQ1NjdjZD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=gmf5Iji6dMFkAiy0YRnleHKRqbjgTEMTrSQY0bIFS3yo%7EKFmx6zRKLaj5Th0Hx9wz%7EeorMre%7EWUAA1P8Y1bObjGhB54ERJrPevoBQS-0BHPoxwu8ArgtkfhgEsi67Fh%7EUqWHKDiYUhKutgjyJFn32rUlJwEdgCiSIlgsvYm3YriXkKbP3fqtnTFbRZzvFpyMAWkCeVBWtYAMnEGIvmUYjSahwouZKSaadIEjSxYwrsFNtWpCt69G10DqJg99zvPExRRPtmaXA4qVZ3Am4jyspG2hWbqfU5IVO-rXkVj%7EU2aas9auY%7EI9psibddpMxxhOw6q7VuFyNJpKntkuJUawLg__&Key-Pair-Id=KCD77M1F0VK2B" width="100%">
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