Artificial intelligence-based versus manual assessment of prostate cancer in the prostate gland: a method comparison study.

Mike Allan MortensenPablo BorrelliMads Hvid PoulsenOke GerkeOlof EnqvistJohannes UlénElin TrägårdhCaius ConstantinescuLars EdenbrandtLars LundPoul Flemming Høilund-Carlsen

Published in: Clinical physiology and functional imaging (2019)

Automated CNN segmentation provided in seconds volume and simple PET measures similar to manually derived ones. Further studies on automated CNN segmentation with newer tracers such as radiolabelled prostate-specific membrane antigen are warranted.

Keyphrases

deep learning
prostate cancer
artificial intelligence
convolutional neural network
radical prostatectomy
machine learning
big data
benign prostatic hyperplasia
computed tomography
positron emission tomography
pet imaging
high throughput
case control