Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept.
David Jean WinkelChristian WetterauerMarc Oliver MatthiasBin LouBibo ShiAli KamenDorin ComaniciuHans-Helge SeifertCyrill A RentschDaniel T BollPublished in: Diagnostics (Basel, Switzerland) (2020)
The results of our study show that in our AI-assisted, image-guided prostate cancer screening the software solution was able to identify highly suspicious lesions and has the potential to effectively guide the targeted-biopsy workflow.
Keyphrases
- deep learning
- prostate cancer
- artificial intelligence
- machine learning
- high resolution
- magnetic resonance imaging
- fine needle aspiration
- radical prostatectomy
- contrast enhanced
- convolutional neural network
- ultrasound guided
- cross sectional
- computed tomography
- real time pcr
- loop mediated isothermal amplification
- label free
- mass spectrometry
- diffusion weighted imaging
- double blind
- positron emission tomography