Edward Henderson

Search results

• 2023

  Accurate segmentation of head and neck radiotherapy CT scans with 3D CNNs: consistency is key

  Henderson, E., Vasquez osorio, E., Van herk, M., Brouwer, C. L., Steenbakkers, R. J. H. M. & Green, A. F., 9 Mar 2023, (E-pub ahead of print) In: Physics in Medicine & Biology.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Large Data Set 100%
  • 3D Convolutional Neural Networks 100%
  • Radiation Therapy 100%
  • Segmentation Model 66%
  • Convolutional Neural Network 66%
• 2022

  Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge

  Ma, J., Zhang, Y., Gu, S., An, X., Wang, Z., Ge, C., Wang, C., Zhang, F., Wang, Y., Xu, Y., Gou, S., Thaler, F., Payer, C., Štern, D., Henderson, E. G. A., McSweeney, D. M., Green, A., Jackson, P., McIntosh, L. & Nguyen, Q.-C. & 10 others, Qayyum, A., Conze, P.-H., Huang, Z., Zhou, Z., Fan, D.-P., Xiong, H., Dong, G., Zhu, Q., He, J. & Yang, X., Nov 2022, In: Medical Image Analysis.

  Research output: Contribution to journal › Article › peer-review

• Optimising a 3D convolutional neural network for head and neck computed tomography segmentation with limited training data

  Henderson, E., Vasquez Osorio, E., Van Herk, M. & Green, A., 20 Apr 2022, (Accepted/In press) In: Physics and Imaging in Radiation Oncology.

  Research output: Contribution to journal › Article › peer-review

  • 3D Convolutional Neural Networks 100%
  • Training Data 100%
  • Convolutional Neural Network 100%
  • Computer Assisted Tomography 100%
  • Neck 100%

• Transfer learning for data‐efficient abdominal muscle segmentation with convolutional neural networks

  Mcsweeney, D., Henderson, E., Van Herk, M., Weaver, J., Bromiley, P., Green, A. & Mcwilliam, A., 16 Feb 2022, In: Medical Physics. 49, 5, p. 3107-3120

  Research output: Contribution to journal › Article › peer-review