Unsupervised pathology detection in medical images using conditional variational autoencoders.

Hristina UzunovaSandra SchultzHeinz HandelsJan Ehrhardt

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

Overall the presented approach is suitable for a rough pathology detection in medical images and can be successfully used as a preprocessing step to other image processing methods.

Keyphrases

deep learning
healthcare
convolutional neural network
loop mediated isothermal amplification
optical coherence tomography
machine learning
label free
real time pcr