Update README.md

README.md

@@ -7,7 +7,7 @@ license: cc-by-nc-sa-4.0
   <img src="https://cdn-lfs-us-1.huggingface.co/repos/07/fb/07fbd2b1ca9c763c4be260eb5e4505218299eeeeb38866ed3577a2b46f8870c6/184db4aa6bb051fb451aa824d4b1a0f8f908bad1e9fc90733ae0c97513a94a86?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27dentex.jpg%3B+filename%3D%22dentex.jpg%22%3B&response-content-type=image%2Fjpeg&Expires=1712160482&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMjE2MDQ4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzA3L2ZiLzA3ZmJkMmIxY2E5Yzc2M2M0YmUyNjBlYjVlNDUwNTIxODI5OWVlZWViMzg4NjZlZDM1NzdhMmI0NmY4ODcwYzYvMTg0ZGI0YWE2YmIwNTFmYjQ1MWFhODI0ZDRiMWEwZjhmOTA4YmFkMWU5ZmM5MDczM2FlMGM5NzUxM2E5NGE4Nj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=ePGUgiI6RoMKTWm4GTyMiLs%7EaLaZtF5Ig7t3pwusQBLfJ1uEuephQWKzfcnSZ0b8p9T6jVh0aK%7EIJaCiHZsPzZKOr4DlVvpQUsW31GXXb0Ev6M3SalJUxbE-0h9ZG8MA8Fn3RcGNBu4WVPvHrlYS8JbnfnpU53Utqb3I0uw7WSq-KxGdfU3VJx5WOiybKA9HgA847bfWSmSv97pW%7EL5J9mzk8BJZUtPFn3vVQUXPNsmtSrmJ1VmN-xy%7EVRFWLYxTXjzX29IXRPhgRoIIZ1mx2So02Xc1hoKRptnaC-UurYSkprZsLLPRLa3c7bHNzEC%7ERW3VHRFpEKSPC-WZ4HjqZA__&Key-Pair-Id=KCD77M1F0VK2B" width="100%">
 </p>
 
-Welcome to the official page of the DENTEX dateset, which has been released as part of the [Dental Enumeration and Diagnosis on Panoramic X-rays Challenge (DENTEX)](https://dentex.grand-challenge.org/), organized in conjunction with the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) in 2023. The primary objective of this challenge is to develop algorithms that can accurately detect abnormal teeth with dental enumeration and associated diagnosis. This not only aids in accurate treatment planning but also helps practitioners carry out procedures with a low margin of error.
+Welcome to the official page of the DENTEX dataset, which has been released as part of the [Dental Enumeration and Diagnosis on Panoramic X-rays Challenge (DENTEX)](https://dentex.grand-challenge.org/), organized in conjunction with the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) in 2023. The primary objective of this challenge is to develop algorithms that can accurately detect abnormal teeth with dental enumeration and associated diagnosis. This not only aids in accurate treatment planning but also helps practitioners carry out procedures with a low margin of error.
 
 The challenge provides three types of hierarchically annotated data and additional unlabeled X-rays for optional pre-training. The annotation of the data is structured using the Fédération Dentaire Internationale (FDI) system. The first set of data is partially labeled because it only includes quadrant information. The second set of data is also partially labeled but contains additional enumeration information along with the quadrant. The third data is fully labeled because it includes all quadrant-enumeration-diagnosis information for each abnormal tooth, and all participant algorithms will be benchmarked on the third data, with an example output shown below.
 
@@ -15,7 +15,7 @@ The challenge provides three types of hierarchically annotated data and addition
   <img src="https://cdn-lfs-us-1.huggingface.co/repos/07/fb/07fbd2b1ca9c763c4be260eb5e4505218299eeeeb38866ed3577a2b46f8870c6/1ccab5bd401c3c328a0080ef616ee816073c9ff8fc3afcf2a26931da65b8315d?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27output.png%3B+filename%3D%22output.png%22%3B&response-content-type=image%2Fpng&Expires=1712160495&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMjE2MDQ5NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzA3L2ZiLzA3ZmJkMmIxY2E5Yzc2M2M0YmUyNjBlYjVlNDUwNTIxODI5OWVlZWViMzg4NjZlZDM1NzdhMmI0NmY4ODcwYzYvMWNjYWI1YmQ0MDFjM2MzMjhhMDA4MGVmNjE2ZWU4MTYwNzNjOWZmOGZjM2FmY2YyYTI2OTMxZGE2NWI4MzE1ZD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=YXJWX4EOr91GqH7v2haLzU6YLU%7Eso%7EEP8OZ33cEZODr6fdJWoXIBbEka6FZBKhddPHVtRQ3JzxYbe0r4NwuCne6Mf%7E6UpXTnW6Cq7FZkquz0s1bB2hdQKA2sImxk2Feb6nbiikXtWL7ihKdm3of4ysTjOaGs8hiAZLhIHc5Gly-QUewn6a8IO6J%7E2mLV1DubtWDvzgNxMkAG5qxBUfqpXCtZecVr3qhHB1UABaeWM%7ECu0%7ELRfDsHp8WnVokoIGnw07fr7nk9XMwaXdLspBfjUyMpPpfThlflNaKRQN3SYeSVVdC01bX2eGNBUgNCOAKdWHqyR-zVeXA1Dk5k7nNyew__&Key-Pair-Id=KCD77M1F0VK2B" width="100%">
 </p>
 
-## DENTEXT Dataset
+## DENTEX Dataset
 
 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.