_:n6004393b30b04ac5946ecd0c32b7cc5bxb34
<http://schema.org/description>
"The Gleason score is the most important prognostic marker for prostate cancer\npatients but suffers from significant inter-observer variability. We developed\na fully automated deep learning system to grade prostate biopsies. The system\nwas developed using 5834 biopsies from 1243 patients. A semi-automatic labeling\ntechnique was used to circumvent the need for full manual annotation by\npathologists. The developed system achieved a high agreement with the reference\nstandard. In a separate observer experiment, the deep learning system\noutperformed 10 out of 15 pathologists. The system has the potential to improve\nprostate cancer prognostics by acting as a first or second reader."
<https://deepai.org/profile/wouter-bulten>