Assessment of prostate cancer prognostic Gleason grade group using zonal-specific features extracted from biparametric MRI using a KNN classifier

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Original languageEnglish
JournalJournal of Applied Clinical Medical Physics
Volume20
Issue number2
Pages (from-to)146–153
Number of pages8
ISSN1526-9914
DOIs
Publication statusPublished - Feb 2019

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classifiers
Magnetic resonance imaging
lesions
Area Under Curve
grade
Prostatic Neoplasms
Classifiers
cancer
Imaging techniques
Pathology
pathology
classifying
histograms
Textures
textures

Keywords

  • Gleason Score
  • Gleason grade
  • KNN
  • MRI
  • prostate cancer

Cite this

@article{697f4a75d8f243ab8d0ca2dba5fd80b7,
title = "Assessment of prostate cancer prognostic Gleason grade group using zonal-specific features extracted from biparametric MRI using a KNN classifier",
keywords = "Gleason Score, Gleason grade, KNN, MRI, prostate cancer",
author = "Carina Jensen and Jesper Carl and Lars Boesen and Langkilde, {Niels Christian} and {\O}stergaard, {Lasse Riis}",
note = "{\circledC} 2019 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine.",
year = "2019",
month = "2",
doi = "10.1002/acm2.12542",
language = "English",
volume = "20",
pages = "146–153",
journal = "Journal of Applied Clinical Medical Physics",
issn = "1526-9914",
publisher = "Wiley",
number = "2",

}

TY - JOUR

T1 - Assessment of prostate cancer prognostic Gleason grade group using zonal-specific features extracted from biparametric MRI using a KNN classifier

AU - Jensen, Carina

AU - Carl, Jesper

AU - Boesen, Lars

AU - Langkilde, Niels Christian

AU - Østergaard, Lasse Riis

N1 - © 2019 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine.

PY - 2019/2

Y1 - 2019/2

KW - Gleason Score

KW - Gleason grade

KW - KNN

KW - MRI

KW - prostate cancer

UR - http://www.scopus.com/inward/record.url?scp=85061359404&partnerID=8YFLogxK

U2 - 10.1002/acm2.12542

DO - 10.1002/acm2.12542

M3 - Journal article

VL - 20

SP - 146

EP - 153

JO - Journal of Applied Clinical Medical Physics

JF - Journal of Applied Clinical Medical Physics

SN - 1526-9914

IS - 2

ER -