Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang. On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging. In Le Lu, Yefeng Zheng, Gustavo Carneiro, Lin Yang, editors, Deep Learning and Convolutional Neural Networks for Medical Image Computing - Precision Medicine, High Performance and Large-Scale Datasets. Advances in Computer Vision and Pattern Recognition, pages 181-193, Springer, 2017. [doi]
@incollection{TajbakhshSGHKGL17,
title = {On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging},
author = {Nima Tajbakhsh and Jae Y. Shin and Suryakanth R. Gurudu and R. Todd Hurst and Christopher B. Kendall and Michael B. Gotway and Jianming Liang},
year = {2017},
doi = {10.1007/978-3-319-42999-1_11},
url = {https://doi.org/10.1007/978-3-319-42999-1_11},
researchr = {https://researchr.org/publication/TajbakhshSGHKGL17},
cites = {0},
citedby = {0},
pages = {181-193},
booktitle = {Deep Learning and Convolutional Neural Networks for Medical Image Computing - Precision Medicine, High Performance and Large-Scale Datasets},
editor = {Le Lu and Yefeng Zheng and Gustavo Carneiro and Lin Yang},
series = {Advances in Computer Vision and Pattern Recognition},
publisher = {Springer},
isbn = {978-3-319-42999-1},
}