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Advances in machine learning and deep learning have made it possible to embed the knowledge of experienced physician/radiologist into computational models and have shown state-of-the art performance in various image analysis tasks including computer-assisted detection, diagnosis, and prognosis of several forms of cancers including prostate cancer. However, models are not fully integrated with the current standard of care in clinic. We have developed prostatecancer.ai, an OHIF-based medical image viewer which enables deployment of AI models in a web-browser while simultaneously providing standard image viewing and reporting schemes.
Illustrates the use of the AI Probe feature on prostatecancer.ai before project week
Illustrates the use of the AI Probe feature on the completely re-written prostatecancer.ai v2 with seg support after project week
ProstateCancer.ai v2 is in its very early steps and will need a lot of refinement and improvement.