Feature extraction and classification of dynamic contrast-enhanced T2*-weighted breast image data

G. Torheim; F. Godtliebsen; D. Axelson; K.A. Kvistad; A. Haraldseth; P.A. Rinck

doi:10.1109/42.974924

Feature extraction and classification of dynamic contrast-enhanced T2*-weighted breast image data

IEEE Transactions on Medical Imaging ◽

10.1109/42.974924 ◽

2001 ◽

Vol 20 (12) ◽

pp. 1293-1301 ◽

Cited By ~ 18

Author(s):

G. Torheim ◽

F. Godtliebsen ◽

D. Axelson ◽

K.A. Kvistad ◽

A. Haraldseth ◽

...

Keyword(s):

Feature Extraction ◽

Image Data ◽

Dynamic Contrast Enhanced ◽

Breast Image ◽

Contrast Enhanced

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Malignant-lesion segmentation using 4D co-occurrence texture analysis applied to dynamic contrast-enhanced magnetic resonance breast image data

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.20837 ◽

2007 ◽

Vol 25 (3) ◽

pp. 495-501 ◽

Cited By ~ 62

Author(s):

Brent J. Woods ◽

Bradley D. Clymer ◽

Tahsin Kurc ◽

Johannes T. Heverhagen ◽

Robert Stevens ◽

...

Keyword(s):

Magnetic Resonance ◽

Texture Analysis ◽

Malignant Lesion ◽

Image Data ◽

Lesion Segmentation ◽

Dynamic Contrast Enhanced ◽

Breast Image ◽

Contrast Enhanced

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Classification of breast lesions based on a dual S-shaped logistic model in dynamic contrast enhanced magnetic resonance imaging

Science China Life Sciences ◽

10.1007/s11427-011-4221-7 ◽

2011 ◽

Vol 54 (10) ◽

pp. 889-896 ◽

Cited By ~ 3

Author(s):

Yi Dang ◽

Li Guo ◽

DongJiao Lv ◽

XiaoYing Wang ◽

Jue Zhang

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Logistic Model ◽

Breast Lesions ◽

Resonance Imaging ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced

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Dynamic Contrast Enhanced Magnetic Resonance Imaging Improves Classification of Prostate Lesions: A Study of Pathological Outcomes on Targeted Prostate Biopsy

The Journal of Urology ◽

10.1016/j.juro.2017.07.011 ◽

2017 ◽

Vol 198 (6) ◽

pp. 1301-1308 ◽

Cited By ~ 14

Author(s):

Sasha C. Druskin ◽

Ryan Ward ◽

Andrei S. Purysko ◽

Allen Young ◽

Jeffrey J. Tosoian ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Prostate Biopsy ◽

Resonance Imaging ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced

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Deep-learning approach with convolutional neural network for classification of maximum intensity projections of dynamic contrast-enhanced breast magnetic resonance imaging

Magnetic Resonance Imaging ◽

10.1016/j.mri.2020.10.003 ◽

2021 ◽

Vol 75 ◽

pp. 1-8

Author(s):

Tomoyuki Fujioka ◽

Yuka Yashima ◽

Jun Oyama ◽

Mio Mori ◽

Kazunori Kubota ◽

...

Keyword(s):

Neural Network ◽

Breast Magnetic Resonance Imaging ◽

Maximum Intensity ◽

Learning Approach ◽

Resonance Imaging ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Breast Magnetic Resonance ◽

Maximum Intensity Projections

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Classification of breast lesions in dynamic contrast-enhanced MR images

2010 17th Iranian Conference of Biomedical Engineering (ICBME) ◽

10.1109/icbme.2010.5704953 ◽

2010 ◽

Cited By ~ 1

Author(s):

Leila Bahreini ◽

Amir Homayoun Jafari ◽

Masoumeh Gity

Keyword(s):

Breast Lesions ◽

Mr Images ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced

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Gaussian mixture model-based classification of dynamic contrast enhanced MRI data for identifying diverse tumor microenvironments: preliminary results

NMR in Biomedicine ◽

10.1002/nbm.2888 ◽

2013 ◽

Vol 26 (5) ◽

pp. 519-532 ◽

Cited By ~ 12

Author(s):

S. H. Han ◽

E. Ackerstaff ◽

R. Stoyanova ◽

S. Carlin ◽

W. Huang ◽

...

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Preliminary Results ◽

Dynamic Contrast Enhanced Mri ◽

Tumor Microenvironments ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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Computerized Segmentation and Classification of Breast Lesions Using Perfusion Volume Fractions in Dynamic Contrast-enhanced MRI

2008 International Conference on BioMedical Engineering and Informatics ◽

10.1109/bmei.2008.215 ◽

2008 ◽

Cited By ~ 3

Author(s):

Sang Ho Lee ◽

Jong Hyo Kim ◽

Jeong Seon Park ◽

Jung Min Chang ◽

Sang Joon Park ◽

...

Keyword(s):

Breast Lesions ◽

Volume Fractions ◽

Dynamic Contrast Enhanced Mri ◽

Dynamic Contrast Enhanced ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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Classification of Dynamic Contrast-Enhanced Magnetic Resonance Breast Lesions by Support Vector Machines

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2008.916959 ◽

2008 ◽

Vol 27 (5) ◽

pp. 688-696 ◽

Cited By ~ 64

Author(s):

J. Levman ◽

T. Leung ◽

P. Causer ◽

D. Plewes ◽

A.L. Martel

Keyword(s):

Support Vector Machines ◽

Magnetic Resonance ◽

Support Vector ◽

Breast Lesions ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Vector Machines

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TU-F-CAMPUS-J-02: Evaluation of Textural Feature Extraction for Radiotherapy Response Assessment of Early Stage Breast Cancer Patients Using Diffusion Weighted MRI and Dynamic Contrast Enhanced MRI

Medical Physics ◽

10.1118/1.4925807 ◽

2015 ◽

Vol 42 (6Part36) ◽

pp. 3641-3641

Author(s):

Y Xie ◽

C Wang ◽

J Horton ◽

Z Chang

Keyword(s):

Breast Cancer ◽

Feature Extraction ◽

Early Stage ◽

Response Assessment ◽

Textural Feature ◽

Diffusion Weighted Mri ◽

Breast Cancer Patients ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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Classification of Fracture Non-Unions Using the Non-Union Scoring System, Dynamic Contrast-Enhanced Ultrasound (CEUS) and Magnetic Resonance Imaging (DCE-MRI)

Ultrasound in Medicine & Biology ◽

10.1016/j.ultrasmedbio.2017.08.1684 ◽

2017 ◽

Vol 43 ◽

pp. S201

Author(s):

Christian Fischer ◽

Daniel Krammer ◽

Gerhard Schmidmaier ◽

Thomas Bruckner ◽

Julian Doll ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Scoring System ◽

Contrast Enhanced Ultrasound ◽

Resonance Imaging ◽

Dce Mri ◽

Non Union ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced

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