Technology Transfer of Convolutional Neural Networks: An Example

Thanakij Wanavit, Samuel Sallee, Chedtha Puncreobutr, Chedtha Puncreobutr, Leslie Klieb, Pin Tea-Makorn

2022

Abstract

A number of university groups have shown that neural networks, especially U-nets, can satisfactorily segment CT-scans of bones. Segmentation, labelling the scans where bone and enamel are and where not, can be used to make a 3D model of the skull. This paper gives an overview of efforts to transfer university-based research work for use to a company that manufactures titanium meshes for brain surgery. It discusses issues and pitfalls in such a transition. A working prototype is discussed.

Paper Citation

in Harvard Style

Wanavit T., Sallee S., Puncreobutr C., Klieb L. and Tea-Makorn P. (2022). Technology Transfer of Convolutional Neural Networks: An Example. In Proceedings of the 14th International Joint Conference on Computational Intelligence (IJCCI 2022) - Volume 1: NCTA; ISBN 978-989-758-611-8, SciTePress, pages 375-380. DOI: 10.5220/0011540200003332

in Bibtex Style

@conference{ncta22,
author={Thanakij Wanavit and Samuel Sallee and Chedtha Puncreobutr and Leslie Klieb and Pin Tea-Makorn},
title={Technology Transfer of Convolutional Neural Networks: An Example},
booktitle={Proceedings of the 14th International Joint Conference on Computational Intelligence (IJCCI 2022) - Volume 1: NCTA},
year={2022},
pages={375-380},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011540200003332},
isbn={978-989-758-611-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 14th International Joint Conference on Computational Intelligence (IJCCI 2022) - Volume 1: NCTA
TI - Technology Transfer of Convolutional Neural Networks: An Example
SN - 978-989-758-611-8
AU - Wanavit T.
AU - Sallee S.
AU - Puncreobutr C.
AU - Klieb L.
AU - Tea-Makorn P.
PY - 2022
SP - 375
EP - 380
DO - 10.5220/0011540200003332
PB - SciTePress