Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network

被引:0
|
作者
Tobias Pankert
Hyun Lee
Florian Peters
Frank Hölzle
Ali Modabber
Stefan Raith
机构
[1] RWTH Aachen University Hospital,Department of Oral and Maxillofacial Surgery
关键词
Automated surgical planning; 3D-Unet; Medical image segmentation; Mandible segmentation; Anatomical curvature; CT segmentation; Artifact-free segmentation; Data augmentation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1479 / 1488
页数:9
相关论文
共 50 条
  • [41] CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network
    Gerard, Sarah E.
    Herrmann, Jacob
    Xin, Yi
    Martin, Kevin T.
    Rezoagli, Emanuele
    Ippolito, Davide
    Bellani, Giacomo
    Cereda, Maurizio
    Guo, Junfeng
    Hoffman, Eric A.
    Kaczka, David W.
    Reinhardt, Joseph M.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [42] Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network
    Hu, Kai
    Chen, Kai
    He, Xizhi
    Zhang, Yuan
    Chen, Zhineng
    Li, Xuanya
    Gao, Xieping
    INFORMATION PROCESSING & MANAGEMENT, 2020, 57 (06)
  • [43] Automatic Liver Tumor Segmentation from CT Images Using Graph Convolutional Network
    Khoshkhabar, Maryam
    Meshgini, Saeed
    Afrouzian, Reza
    Danishvar, Sebelan
    SENSORS, 2023, 23 (17)
  • [44] CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network
    Sarah E. Gerard
    Jacob Herrmann
    Yi Xin
    Kevin T. Martin
    Emanuele Rezoagli
    Davide Ippolito
    Giacomo Bellani
    Maurizio Cereda
    Junfeng Guo
    Eric A. Hoffman
    David W. Kaczka
    Joseph M. Reinhardt
    Scientific Reports, 11
  • [45] 3D Thyroid Segmentation in CT Using Self-attention Convolutional Neural Network
    He, Xiuxiu
    Guo, Bang Jun
    Lei, Yang
    Liu, Yingzi
    Wang, Tonghe
    Curran, Walter J.
    Zhang, Long Jiang
    Liu, Tian
    Yang, Xiaofeng
    MEDICAL IMAGING 2020: COMPUTER-AIDED DIAGNOSIS, 2020, 11314
  • [46] Aortic Injury Detection from CT Images Using Convolutional Neural Network
    Wakamori, Mayu
    Takahara, Shunsuke
    Ohtera, Ryo
    INTERNATIONAL WORKSHOP ON ADVANCED IMAGING TECHNOLOGY, IWAIT 2024, 2024, 13164
  • [47] Segmentation of thyroid nodules from ultrasound images using convolutional neural network architectures
    Ajilisa, O. A.
    Raj, V. P. Jagathy
    Sabu, M. K.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (01) : 687 - 705
  • [48] Myocardial Scar Segmentation from Magnetic Resonance Images Using Convolutional Neural Network
    Zabihollahy, Fatemeh
    White, James A.
    Ukwatta, Eranga
    MEDICAL IMAGING 2018: COMPUTER-AIDED DIAGNOSIS, 2018, 10575
  • [49] Brain Tumor Segmentation from MRI Images Using Handcrafted Convolutional Neural Network
    Ullah, Faizan
    Nadeem, Muhammad
    Abrar, Mohammad
    Al-Razgan, Muna
    Alfakih, Taha
    Amin, Farhan
    Salam, Abdu
    DIAGNOSTICS, 2023, 13 (16)
  • [50] Automatic Segmentation of Prostate Structures Using a Convolutional Neural Network from Multiparametric MRI
    Huang, Xunan
    Liu, Bo
    Hao, Jiaxue
    Huyen Nguyen
    Knopp, Michael V.
    Miao, Qiguang
    Jia, Guang
    THIRD INTERNATIONAL SYMPOSIUM ON IMAGE COMPUTING AND DIGITAL MEDICINE (ISICDM 2019), 2019, : 92 - 96