Context aware decision support in neurosurgical oncology based on an efficient classification of endomicroscopic data.

Yachun LiPatra CharalampakiYong LiuGuang-Zhong YangStamatia Giannarou

Published in: International journal of computer assisted radiology and surgery (2018)

This work demonstrates that deep learning can provide an efficient representation of pCLE data and accurately classify Glioblastoma and Meningioma tumours. The performance evaluation analysis shows the potential clinical value of the technique.

Keyphrases

deep learning
electronic health record
machine learning
big data
artificial intelligence
palliative care
convolutional neural network
data analysis