A Multichannel Markov Random Field Framework for Tumor Segmentation With an Application to Classification of Gene Expression-Based Breast Cancer Recurrence Risk

Ahmed B. Ashraf; Sara C. Gavenonis; Dania Daye; Carolyn Mies; Mark A. Rosen; Despina Kontos

doi:10.1109/tmi.2012.2219589

A Multichannel Markov Random Field Framework for Tumor Segmentation With an Application to Classification of Gene Expression-Based Breast Cancer Recurrence Risk

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2012.2219589 ◽

2013 ◽

Vol 32 (4) ◽

pp. 637-648 ◽

Cited By ~ 30

Author(s):

Ahmed B. Ashraf ◽

Sara C. Gavenonis ◽

Dania Daye ◽

Carolyn Mies ◽

Mark A. Rosen ◽

...

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Random Field ◽

Markov Random Field ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence ◽

Tumor Segmentation ◽

Markov Random

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Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk

10.1117/12.2043719 ◽

2014 ◽

Author(s):

Majid Mahrooghy ◽

Ahmed B. Ashraf ◽

Dania Daye ◽

Carolyn Mies ◽

Mark Rosen ◽

...

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Sparse Representation ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence ◽

Dce Mri ◽

Mri Features

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Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk

Advanced Information Systems Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-642-40763-5_37 ◽

2013 ◽

pp. 295-302 ◽

Cited By ~ 3

Author(s):

Majid Mahrooghy ◽

Ahmed B. Ashraf ◽

Danya Daye ◽

Carolyn Mies ◽

Michael Feldman ◽

...

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence ◽

Dce Mri

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Drinking Elevates Breast Cancer Recurrence Risk

Family Practice News ◽

10.1016/s0300-7073(10)70053-0 ◽

2010 ◽

Vol 40 (1) ◽

pp. 46

Author(s):

BETSY BATES

Keyword(s):

Breast Cancer ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence

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Faculty Opinions recommendation of Statin prescriptions and breast cancer recurrence risk: a Danish nationwide prospective cohort study.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.13414981.14789082 ◽

2011 ◽

Author(s):

Jeanine Genkinger

Keyword(s):

Breast Cancer ◽

Cohort Study ◽

Prospective Cohort Study ◽

Prospective Cohort ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence

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Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2012.2193869 ◽

2013 ◽

Vol 10 (1) ◽

pp. 96-100 ◽

Cited By ~ 40

Author(s):

Aurelie Voisin ◽

Vladimir A. Krylov ◽

Gabriele Moser ◽

Sebastiano B. Serpico ◽

Josiane Zerubia

Keyword(s):

High Resolution ◽

Random Field ◽

Markov Random Field ◽

Urban Areas ◽

Field Model ◽

Sar Images ◽

Markov Random Field Model ◽

Markov Random ◽

Very High

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Abstract PS5-18: Association of factors of the obesity phenotype with breast cancer recurrence risk measured by oncotype recurrence score and short-term response to neoadjuvant endocrine therapy

10.1158/1538-7445.sabcs20-ps5-18 ◽

2021 ◽

Author(s):

Riley Bergman ◽

Yvonne Berko ◽

Brent Rexer

Keyword(s):

Breast Cancer ◽

Endocrine Therapy ◽

Cancer Recurrence ◽

Recurrence Score ◽

Recurrence Risk ◽

Breast Cancer Recurrence ◽

Short Term ◽

Neoadjuvant Endocrine Therapy ◽

Obesity Phenotype ◽

Term Response

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Reducing Fat Intake Shown to Reduce Breast Cancer Recurrence Risk

Oncology Times ◽

10.1097/01.cot.0000461154.46157.53 ◽

2015 ◽

Vol 37 ◽

pp. 15-16

Author(s):

Ed Susman

Keyword(s):

Breast Cancer ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Breast Cancer Recurrence ◽

Fat Intake

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Classification of rotated and scaled textured images using Gaussian Markov random field models

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/34.67648 ◽

1991 ◽

Vol 13 (2) ◽

pp. 192-202 ◽

Cited By ~ 209

Author(s):

F.S. Cohen ◽

Z. Fan ◽

M.A. Patel

Keyword(s):

Random Field ◽

Markov Random Field ◽

Gaussian Markov Random Field ◽

Markov Random

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Spectral-Spatial Classification of Hyperspectral Remote Sensing Images Using Minimum Spanning Forest and Markov Random Field Classifier

Journal of Environmental Science Computer Science and Engineering & Technology ◽

10.24214/jecet.a.10.4.67488 ◽

2021 ◽

Vol 10 (4) ◽

Keyword(s):

Remote Sensing ◽

Random Field ◽

Markov Random Field ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Spanning Forest ◽

Markov Random ◽

Minimum Spanning Forest ◽

Hyperspectral Remote Sensing Images

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Breast cancer recurrence risk prediction using whole-lesion histogram analysis with diffusion kurtosis imaging

Clinical Radiology ◽

10.1016/j.crad.2019.10.015 ◽

2020 ◽

Vol 75 (3) ◽

pp. 239.e1-239.e8 ◽

Cited By ~ 2

Author(s):

J. Wu ◽

F. Yan ◽

W. Chai ◽

C. Fu ◽

X. Yan ◽

...

Keyword(s):

Breast Cancer ◽

Risk Prediction ◽

Cancer Recurrence ◽

Recurrence Risk ◽

Histogram Analysis ◽

Breast Cancer Recurrence ◽

Diffusion Kurtosis Imaging ◽

Diffusion Kurtosis

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