Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI.

Sherif MehralivandDong YangStephanie A HarmonDaguang XuZiyue XuHolger RothSamira MasoudiDeepak KesaniNathan LayMaria J MerinoBradford J WoodPeter A PintoPeter L ChoykeIsmail Baris Turkbey

Published in: Abdominal radiology (New York) (2022)

We developed a DL-based AI approach which predicts prostate cancer lesions at biparametric MRI with reasonable performance metrics. While false positive lesion calls remain as a challenge of AI-assisted detection algorithms, this system can be utilized as an adjunct tool by radiologists.

Keyphrases

artificial intelligence
deep learning
prostate cancer
machine learning
big data
radical prostatectomy
contrast enhanced
magnetic resonance imaging
convolutional neural network
loop mediated isothermal amplification
real time pcr
label free
diffusion weighted imaging
sensitive detection