pyHIVE, a health-related image visualization and engineering system using Python.

Ruochi ZhangRuixue ZhaoXinyang ZhaoDi WuWeiwei ZhengXin FengFengfeng Zhou

Published in: BMC bioinformatics (2018)

The demonstrative example shows that the image features generated by pyHIVE achieved very good classification performances based on the gastrointestinal endoscopic images. This system pyHIVE and the demonstrative example are freely available and maintained at http://www.healthinformaticslab.org/supp/resources.php .

Keyphrases

deep learning
convolutional neural network
machine learning
ultrasound guided