Automated gleason grading on prostate biopsy slides by statistical representations of homology profile

•A new Statistical Representations of Homology Profile (SRHP) and its statistical representation was presented to capture the topological arrangement of nuclei with respect to the gland lumen.•SRHP approach could potentially serve as a decision support aid for discriminating G3 from G4 prostate canc...

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Bibliographic Details
Published in:	Computer methods and programs in biomedicine Vol. 194; p. 105528
Main Authors:	Yan, Chaoyang, Nakane, Kazuaki, Wang, Xiangxue, Fu, Yao, Lu, Haoda, Fan, Xiangshan, Feldman, Michael D., Madabhushi, Anant, Xu, Jun
Format:	Journal Article
Language:	English
Published:	Ireland Elsevier B.V 01.10.2020
Subjects:	Biopsy Digitized needle biopsy samples Gleason grading Homology Profile Humans Image Interpretation, Computer-Assisted Male Neoplasm Grading Prostate cancer Prostatic Neoplasms - diagnostic imaging Statistical representation Homology Profile Gleason grading Prostate cancer Digitized needle biopsy samples Statistical representation
ISSN:	0169-2607, 1872-7565, 1872-7565
Online Access:	Get full text
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