Deep-learning-based ensemble method for fully automated detection of renal masses on magnetic resonance images.

Agarwal AnushGaikar RohiniSchieda NicolaElfaal Mohamed WalaaEldinUkwatta Eranga

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

We described a deep-learning-based method for fully automated SRM detection using CE-MR images, which has not been studied previously. The results are clinically important as SRM localization is a pre-step for fully automated diagnosis of SRM subtypes.

Keyphrases

deep learning
convolutional neural network
magnetic resonance
artificial intelligence
contrast enhanced
machine learning
loop mediated isothermal amplification
real time pcr
label free
magnetic resonance imaging
computed tomography
fine needle aspiration
energy transfer