Automated Classification of Significant Prostate Cancer on MRI: A Systematic Review on the Performance of Machine Learning Applications.

Jose M Castillo TMuhammad ArifWiro J NiessenIvo G Schoots Jifke F Veenland

Published in: Cancers (2020)

To unlock the promising potential of machine and deep learning approaches, validation studies and clinical prospective studies should be performed with an established protocol to assess the added value in decision-making.

Keyphrases

deep learning
machine learning
prostate cancer
artificial intelligence
decision making
convolutional neural network
case control
randomized controlled trial
magnetic resonance imaging
big data
contrast enhanced
computed tomography
human health
climate change