Automated grading of prostate cancer using convolutional neural network and ordinal class classifier
Sign Up to like & getrecommendations! Published in 2019 at "Informatics in Medicine Unlocked"
DOI: 10.1016/j.imu.2019.100256
Abstract: Abstract Prostate Cancer (PCa) is one of the most prominent cancer among men. Early diagnosis and treatment planning are significant in reducing the mortality rate due to PCa. Accurate prediction of grade is required to… read more here.
Keywords: cancer; ordinal class; grading prostate; prostate cancer ... See more keywords
Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists
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DOI: 10.1038/s41379-020-0640-y
Abstract: The Gleason score is the most important prognostic marker for prostate cancer patients, but it suffers from significant observer variability. Artificial intelligence (AI) systems based on deep learning can achieve pathologist-level performance at Gleason grading.… read more here.
Keywords: grading prostate; assistance; pathology; prostate biopsies ... See more keywords
Grading of prostate cancer: a work in progress
Sign Up to like & getrecommendations! Published in 2019 at "Histopathology"
DOI: 10.1111/his.13767
Abstract: Grading of prostate cancer has evolved substantially over time, not least because of major changes in diagnostic approach and concomitant shifts from late‐ to early‐stage detection since the adoption of PSA testing from the late… read more here.
Keywords: prostate; prognostic impact; grading prostate; prostate cancer ... See more keywords