Semi-automatic 3D reconstruction of middle and inner ear structures using CBCT

• Published in: Computer methods in biomechanics and biomedical engineering. 2023-09, Vol.11 (5), p.2006-2019
• Main Authors: Beguet, Florian, Cresson, Thierry, Schmittbuhl, Mathieu, Doucet, Cédric, Camirand, David, Harris, Philippe, Mari, Jean-Luc, de Guise, Jacques
• Format: Article
• Language: English
• Subjects: CBCT; inner and middle ear; Semi-automatic reconstruction
• ISSN: 2168-1163; 2168-1171
• DOI: 10.1080/21681163.2023.2211680

We present a semi-automatic reconstruction approach of middle and inner ear structures using generic 3D deformable surface models from Cone Beam CT (CBCT) examination. First, the user must position a set of control points in the CBCT volume for each of the 4 structures of the inner and middle ear. These points are used to position the deformable surface models and to customize them so that they are as close to the boundaries as possible. Finally, each mesh is refined iteratively segmenting the limits of the structure while taking into account neighbouring structures as boundary constraints. Our method is tested on left and right ears of 20 scans of patients analysed retrospectively. The results show the efficiency and reliability of this approach with an average Dice Similarity Coefficient of 91.8% for the inner ear model and 89.9% for the ossicular chain and a total reconstruction time of 5 minutes. The implementation of our method in a clinical setting could provide clinicians with distinct and accurate 3D models of the ear structures without requiring a tedious manual segmentation step, in order to give them a better understanding of the auditory system in vivo and help them in diagnosis and follow-up.