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 MalayeriPublished 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
- computed tomography
- magnetic resonance
- diffusion weighted imaging
- machine learning
- artificial intelligence
- loop mediated isothermal amplification
- convolutional neural network
- real time pcr
- label free
- high throughput
- bioinformatics analysis
- young adults
- neural network
- quantum dots
- childhood cancer