Reliability and Efficiency of the CAPRI-3 Metastatic Prostate Cancer Registry Driven by Artificial Intelligence.

Dianne BoschMalou C P KuppenMetin TascilarTineke J SmildePeter F A MuldersCarin A Uyl-de GrootInge M van Oort

Published in: Cancers (2023)

The CAPRI-3 patient-identification algorithm is a sound replacement for excluding ineligible candidates. The AI-driven data extraction is largely accurate and complete, but manual quality control is needed for less reliable and inaccessible data. Overall, the AI-driven approach of the CAPRI-3 registry is reliable and timesaving.

Keyphrases

artificial intelligence
big data
machine learning
deep learning
quality control
prostate cancer
electronic health record
squamous cell carcinoma
small cell lung cancer
radical prostatectomy
case report
high resolution
mass spectrometry