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   Articles with "gleason grading" as a keyword



A two‐stage model for precise identification and Gleason grading of clinically significant prostate cancer: a hybrid approach

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recommendations! Published in 2024 at "Journal of Medical Radiation Sciences"

DOI: 10.1002/jmrs.841

Abstract: Accurate identification and grading of clinically significant prostate cancer (csPCa, Gleason Score ≥ 7) without invasive procedures remains a significant clinical challenge. This study aims to develop and evaluate a two‐stage model designed for precise Gleason grading.… read more here.

Keywords: gleason grading; gleason; clinically significant; grading clinically ... See more keywords

Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists

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recommendations! Published in 2020 at "Modern Pathology"

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

Using multi-label ensemble CNN classifiers to mitigate labelling inconsistencies in patch-level Gleason grading

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recommendations! Published in 2024 at "PLOS ONE"

DOI: 10.1371/journal.pone.0304847

Abstract: This paper presents a novel approach to enhance the accuracy of patch-level Gleason grading in prostate histopathology images, a critical task in the diagnosis and prognosis of prostate cancer. This study shows that the Gleason… read more here.

Keywords: label ensemble; gleason grading; patch level; gleason ... See more keywords

Automatic Prostate Gleason Grading Using Pyramid Semantic Parsing Network in Digital Histopathology

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recommendations! Published in 2022 at "Frontiers in Oncology"

DOI: 10.3389/fonc.2022.772403

Abstract: Purpose Prostate biopsy histopathology and immunohistochemistry are important in the differential diagnosis of the disease and can be used to assess the degree of prostate cancer differentiation. Today, prostate biopsy is increasing the demand for… read more here.

Keywords: network; prostate; gleason grading; histopathology ... See more keywords