ToothFairy3 Dataset

This page describes the dataset associated with the ToothFairy 3 challenge, a challenged organized by the University of Modena and Reggio Emilia with the collaboration of Radboud University. The challenge is hosted by grand-challenge and is part of the ODIN2025 workshop within MICCAI2025. For challenge details, please visit the dedicated website. The dataset used to run the challenge and here described is an extension and improvement of previously released datasets, Maxillo, ToothFairy, and ToothFairy2.


Features

The table below resumes the core information about the (training) dataset released for ToothFairy3 challenge.

Although with additional annotations, volumes of "Set A" (marked with a leading P in the file name) and "Set B" (marked with a leading F in the file name) overlaps with those of the ToothFairy2 dataset. Data from "Set B" have a broader field of view containing the complete upper teeth segmentations. The acquisition machine for "Set A" and "Set B" is the same. Data from "Set C" (marked with a leading G in the file name) were not previously released with the ToothFairy2 datasets and have been acquired from a different machine. The field of view of "Set C" is similar to that os "Set A".

Field Value
Set A 417
Set B 63
Set C 52
File Format NIfTI
Values Scale Hounsfield
Dataset Classes 77 (the complete list is available in the dataset.json file)
Max Volume Shape (298, 512, 512)
Min Volume Shape (170, 272, 345)
Median Volume Shape (168, 362, 371)
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Dataset Structure

The ToothFairy3 dataset follows the nnU-Net dataset format. Datasets consist of three components: raw images, corresponding segmentation maps and a dataset.json file specifying some metadata. Data are available in NIfTI format. The class IDs are an extension of the FDI World Dental Federation notation and include: Background, Jaws, Inferior Alveolar Canals, Maxillary Sinus, Pharynx, Bridges, Crowns, Implants, Upper and Lower Teeth (Wisdom Teeth included), Incisive Canals, Lingual Canal, and Teeth Roots/Pulps for a total of 77 classes.


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Important Notes: Currently, only cases from "Set C" include the complete set of labels (77 classes in total). All other cases contain the full label set from ToothFairy2 along with the pulp cavities. The incisive and lingual canals are undergoing a second round of clinical validation and will be released soon.

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If you use our dataset, please cite our works in your manuscript.

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mandibular pic