CROPro: a tool for automated cropping of prostate magnetic resonance images.

Alexandros Patsanis Mohammed R S Sunoqrot Tone Frost Bathen Mattijs Elschot

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

We found that csPCa classification performance of CNNs and ViTs depends on the cropping settings. We demonstrated that CROPro is well suited to optimize these settings in a standardized manner, which could improve the overall performance of deep learning models.

Keyphrases

deep learning
magnetic resonance
convolutional neural network
artificial intelligence
prostate cancer
machine learning
benign prostatic hyperplasia
contrast enhanced
magnetic resonance imaging
high throughput