Deep learning algorithm (YOLOv7) for automated renal mass detection on contrast-enhanced MRI: a 2D and 2.5D evaluation of results.

Pouria Yazdian AnariNathan LayAryan ZahergivarFatemeh Dehghani FirouzabadiAditi ChaurasiaMahshid GolaghaShiva SinghFatemeh HomayouniehFiona ObiezuStephanie HarmonEvrim TurkbeyMaria MerinoElizabeth C JonesMark W BallW Marston LinehanBaris TurkbeyAshkan A Malayeri

Published in: Abdominal radiology (New York) (2024)

Using computer vision for tumor identification is a cutting-edge and rapidly expanding subject. In this work, we showed that YOLOv7 can be utilized in the detection of kidney cancers.

Keyphrases

contrast enhanced
deep learning
magnetic resonance imaging
diffusion weighted
magnetic resonance
computed tomography
diffusion weighted imaging
machine learning
artificial intelligence
loop mediated isothermal amplification
convolutional neural network
label free
real time pcr