Use all functions optimally: LOGIN NOW

    Semi-automatic 3D reconstruction of middle and inner ear structures using CBCT (Unknown language)

    In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization ; 11 , 5 ; 2006-2019  ; 2023

    How to get this title?

    Check access
    Download
    Commercial Copyright fee: €50.00 Basic fee: €4.00 Total price: €54.00
    Academic Copyright fee: €50.00 Basic fee: €2.00 Total price: €52.00

    Export, share and cite

    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. 

    Table of contents – Volume 11, Issue 5

    Show all volumes and issues

    The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

    1579
    Research perspective and review towards brain tumour segmentation and classification using different image modalities
    Popat, Mayuri / Patel, Sanskruti et al. | 2023
    1598
    Optimised ensemble learning-based IoT-enabled heart disease monitoring system: an optimal fuzzy ranking concept
    Munagala, N.V.L.M Krishna / Langoju, Lakshmi Rajeswara Rao / Rani, A. Daisy / Reddy, D.V.rama Koti et al. | 2023
    1615
    Pap smear-based cervical cancer detection using hybrid deep learning and performance evaluation
    Kalbhor, Madhura / Shinde, Swati / Joshi, Hrushikesh / Wajire, Pankaj et al. | 2023
    1625
    An intelligent approach for detection and grading of diabetic retinopathy and diabetic macular edema using retinal images
    Nage, Pranoti / Shitole, Sanjay / Kokare, Manesh et al. | 2023
    1641
    Water cycle tunicate swarm algorithm based deep residual network for virus detection with gene expression data
    S., Karthi / Dr.Sudha, L.R. / Dr.Navaneetha Krishnan, M. et al. | 2023
    1652
    Histology Image Viewer and Converter (HIVC): a high-speed freeware software to view and convert whole slide histology images
    Razian, Sayed Ahmadreza / Jadidi, Majid et al. | 2023
    1661
    Spark-based deep classifier framework for imbalanced data classification
    Bhowate, Vikas Gajananrao / Reddy, T. Hanumantha et al. | 2023
    1678
    Medical image annotation and classification employing pyramidal feature specific lightweight deep convolution neural network
    Jeyaraj, Pandia Rajan / Nadar, Edward Rajan Samuel et al. | 2023
    1690
    Automated segmentation of standard scanning planes to measure biometric parameters in foetal ultrasound images – a survey
    Balagalla, U. B. / Jayasooriya, J.V.D. / de Alwis, C. / Subasinghe, A. et al. | 2023
    1708
    Systematic assessment and review of techniques based on tumour detection in brain using MRI
    Chougala, Raviraj D. / Havaldar R H et al. | 2023
    1717
    Application of microcomputed tomography to calculate rat intervertebral disc volume as a surrogate measure of degeneration
    Lillyman, David J. / Barnett, Evie C. / Miller, Tyler J. / Wachs, Rebecca A. et al. | 2023
    1724
    DACov: a deeper analysis of data augmentation on the computed tomography segmentation problem
    Krinski, Bruno A. / Ruiz, Daniel V. / Laroca, Rayson / Todt, Eduardo et al. | 2023
    1742
    Diagnosis and detection of COVID-19 infection on X-Ray and CT scans using deep learning based generative adversarial network
    | 2023
    1753
    Machine Learning Model and Cuckoo Search in a modular system to identify Alzheimer’s disease from MRI scan images
    Thangavel, Saravanan / Selvaraj, Saravanakumar et al. | 2023
    1762
    Machine learning- based lung disease diagnosis from CT images using Gabor features in Littlewood Paley empirical wavelet transform (LPEWT) and LLE
    Patel, Rajneesh Kumar / Kashyap, Manish et al. | 2023
    1777
    MHAMD-MST-CNN: multiscale head attention guided multiscale density maps fusion for video crowd counting via multi-attention spatial-temporal CNN
    Tripathy, Santosh Kumar / Srivastava, Subodh / Srivastava, Rajeev et al. | 2023
    1791
    Identification of muscle activities involved in hyoid bone movement during swallowing using computer simulation
    Kikuchi, Takahiro / Michiwaki, Yukihiro / Azegami, Hideyuki et al. | 2023
    1803
    Brain tumour segmentation and survival prognostication using 3D radiomics features and machine learning algorithms
    Glory Precious, J. / Keren Evangeline, I. / Kirubha, S. P. Angeline et al. | 2023
    1818
    An improved MI recognition by localising feature extraction in both frequency and time domains
    Rahman, M. K. M. / Shuvo, H. M. Tanvir et al. | 2023
    1831
    An ECG Signal Compression Technique Using Fast Normalised Least Mean Square Algorithm
    Aruna, V B K L / Chitra, E et al. | 2023
    1839
    Multimodal face shape detection based on human temperament with hybrid feature fusion and Inception V3 extraction model
    Adapa, Srinivas / Enireddy, Vamsidhar et al. | 2023
    1858
    Tracking patellar osteophytes to detect osteoarthritis
    Mukherjee, Sabyasachi / Bandyopadhyay, Oishila / Biswas, Arindam / Bhattacharya, Bhargab B. et al. | 2023
    1869
    The Development of Mask R-CNN to Detect Osteosarcoma and Oste-ochondroma in X-ray Radiographs
    Xia, Guoqing / Ran, Tianfei / Wu, Huan / Wang, Min / Pan, Jun et al. | 2023
    1876
    Segmentation of cervical nuclei using convolutional neural network for conventional cytology
    Teixeira, Júlia Beatriz A. / Rezende, Mariana T. / Diniz, Débora N. / Carneiro, Cláudia M. / Luz, Eduardo J. da S. / Souza, Marcone J. F. / Ushizima, Daniela M. / de Medeiros, Fátima N. S. / Bianchi, Andrea G. Campos et al. | 2023
    1889
    Malignant breast lesions detection in histopathological images based on the combination of bioinspired texture descriptors and deep features
    Luz, Daniel / Bisneto, Tomaz / Lima, Thiago / Mathew, Mano / Araujo, Flavio et al. | 2023
    1897
    A PPM-based UNet for Tumour and Kidney Segmentation in CTScans
    Oliveira, Marcus Vinicius S. L. / Matos, Caio E. F. / Braz Júnior, Geraldo / Cardoso de Paiva, Anselmo / de Almeida, João D. Sousa / Costa, Gabriel J. S. / Bessa, Matheus L. L. / Freitas Filho, Mario P. et al. | 2023
    1906
    Optimal Score Level Fusion for Multi-Modal Biometric System with Optimised Deep Ensemble Technique
    Bharath, M. R. / Radhakrishna Rao, K. A. et al. | 2023
    1921
    Hybrid Adam Sewing Training Optimization Enabled Deep Learning for Brain Tumor Segmentation and Classification using MRI Images
    Bidkar, Pravin Shivaji / Kumar, Ram / Ghosh, Abhijyoti et al. | 2023
    1937
    AHO-MLCNN: archerfish hunting optimisation based modified lightweight CNN for diabetic retinopathy detection
    Desika Vinayaki, V. / Kalaiselvi, R. et al. | 2023
    1947
    Knee osteoarthritis classification using social wolf swarm-based deep convolutional neural network
    M, Ganesh Kumar / Goswami, Agam Das et al. | 2023
    1960
    Fully-convolutional neural networks ensemble for comet segmentation in single cell gel electrophoresis assay images
    Ruz-Suarez, Daniel / Martin-Gonzalez, Anabel / Brito-Loeza, Carlos / Uc-Cetina, Victor et al. | 2023
    1973
    Surgical phase recognition in laparoscopic videos using gated capsule autoencoder model
    Konduri, Praveen SR / Rao, G Siva Nageswara et al. | 2023
    1996
    Mouse-to-human transfer learning for glomerulus segmentation
    Souza, Luiz / Silva, Jefferson / Chagas, Paulo / Duarte, Angelo / Santos, Washington LC-dos / Oliveira, Luciano et al. | 2023
    2006
    Semi-automatic 3D reconstruction of middle and inner ear structures using CBCT
    Beguet, Florian / Cresson, Thierry / Schmittbuhl, Mathieu / Doucet, Cédric / Camirand, David / Harris, Philippe / Mari, Jean-Luc / de Guise, Jacques et al. | 2023
    2020
    Multi-modal speech emotion detection using optimised deep neural network classifier
    Padman, Sweta Nishant / Magare, Dhiraj et al. | 2023
    2039
    A feature selection using improved dragonfly algorithm with support vector machine for breast cancer prediction
    Mary, S. Roselin / Prasad, R. Murali / Suguna, R. et al. | 2023
    2050
    Optimized Deep Learning-Based Fully Resolution Convolution Neural Network for Breast Tumour Segmentation on Field Programmable Gate Array
    M N, Sharada Guptha / Eshwarappa, M N et al. | 2023
    2070
    Medical image fusion based on multi-scale decomposition using hybrid deep learning network model
    Munawwar, Syed / Rao, P. V. Gopi Krishna et al. | 2023

    How to get this title?

    Check access
    Download
    Commercial Copyright fee: €50.00 Basic fee: €4.00 Total price: €54.00
    Academic Copyright fee: €50.00 Basic fee: €2.00 Total price: €52.00

    Export, share and cite

    Feedback