Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm (Q62491151)

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21 April 2020

title

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm (English)

1 reference

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convolutional neural network

21 April 2020

main subject

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1

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21 April 2020

Michael Z Liu

9

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21 April 2020

Sachin Jambawalikar

10

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21 April 2020

8

Peter Chang

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21 April 2020

2

Simukayi Mutasa

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21 April 2020

author name string

Jenika Karcich

3

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21 April 2020

Nishant Gupta

4

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21 April 2020

Eduardo Pascual Van Sant

5

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21 April 2020

John Nemer

6

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21 April 2020

Mary Sun

7

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21 April 2020

publication date

1 April 2019

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Journal of Digital Imaging

21 April 2020

language of work or name

English

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published in

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21 April 2020

volume

32

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21 April 2020

issue

2

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21 April 2020

page(s)

276-282

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Molecular portraits of human breast tumours

21 April 2020

cites work

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12 December 2020

Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications

1 reference

12 December 2020

MR imaging of the ipsilateral breast in women with percutaneously proven breast cancer

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Contrast-enhanced MR imaging of breast lesions and effect on treatment

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Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics

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Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study

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The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes

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Breast cancer subtype approximated by estrogen receptor, progesterone receptor, and HER-2 is associated with local and distant recurrence after breast-conserving therapy.

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12 December 2020

Presenting features of breast cancer differ by molecular subtype

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Diagnostic breast MR imaging: current status and future directions

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12 December 2020

Cancerous breast lesions on dynamic contrast-enhanced MR images: computerized characterization for image-based prognostic markers

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12 December 2020

Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011

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12 December 2020

Computerized three-class classification of MRI-based prognostic markers for breast cancer

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12 December 2020

MRI for breast cancer screening, diagnosis, and treatment

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Radiomics: the process and the challenges

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12 December 2020

Molecular subclasses of breast cancer: how do we define them? The IMPAKT 2012 Working Group Statement.

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Patterns of Recurrence and outcome according to breast cancer subtypes in lymph node-negative disease: results from international breast cancer study group trials VIII and IX.

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Cancer statistics, 2014

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Intratumoral heterogeneity of the distribution of kinetic parameters in breast cancer: comparison based on the molecular subtypes of invasive breast cancer

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12 December 2020

Behind the numbers: Decoding molecular phenotypes with radiogenomics--guiding principles and technical considerations

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12 December 2020

Computerized image analysis for identifying triple-negative breast cancers and differentiating them from other molecular subtypes of breast cancer on dynamic contrast-enhanced MR images: a feasibility study

1 reference

12 December 2020

Identification of Intrinsic Imaging Phenotypes for Breast Cancer Tumors: Preliminary Associations with Gene Expression Profiles

1 reference

12 December 2020

Radiogenomic analysis of breast cancer: luminal B molecular subtype is associated with enhancement dynamics at MR imaging.

1 reference

12 December 2020

Breast Cancer: Radiogenomic Biomarker Reveals Associations among Dynamic Contrast-enhanced MR Imaging, Long Noncoding RNA, and Metastasis

1 reference

12 December 2020

MRI phenotype of breast cancer: Kinetic assessment for molecular subtypes

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12 December 2020

Computational approach to radiogenomics of breast cancer: Luminal A and luminal B molecular subtypes are associated with imaging features on routine breast MRI extracted using computer vision algorithms

1 reference

12 December 2020

Breast Cancer Molecular Subtype as a Predictor of the Utility of Preoperative MRI

1 reference

12 December 2020

1 reference

12 December 2020

Prediction of clinical phenotypes in invasive breast carcinomas from the integration of radiomics and genomics data

1 reference

12 December 2020

Radiomic analysis reveals DCE-MRI features for prediction of molecular subtypes of breast cancer

1 reference

12 December 2020

MRI texture analysis in differentiating luminal A and luminal B breast cancer molecular subtypes - a feasibility study

1 reference

12 December 2020

10.1007/S10278-019-00179-2

Identifiers

DOI

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:30706213%20AND%20SRC:MED&resulttype=core&format=json

journals/jdi/HaMKGSNSCLJ19

21 April 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:30706213%20AND%20SRC:MED&resulttype=core&format=json

21 April 2020

PubMed publication ID

30706213

1 reference