Exploring nonlinear feature space dimension reduction and data representation in breast Cadx with Laplacian eigenmaps and t-SNE. (Q30477890)

15 October 2017

Exploring nonlinear feature space dimension reduction and data representation in breast Cadx with Laplacian eigenmaps and t-SNE. (English)

1 reference

15 October 2017

dimensionality reduction

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based on heuristic

inferred from title

author

Maryellen Lissak Giger

2

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15 October 2017

Andrew R Jamieson

1

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Karen Drukker

3

object named as

Karen Drukker

1 reference

15 October 2017

Hui Li

4

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15 October 2017

Yading Yuan

5

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15 October 2017

Neha Bhooshan

6

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15 October 2017

language of work or name

English

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publication date

1 January 2010

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15 October 2017

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15 October 2017

37

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15 October 2017

1

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15 October 2017

339-351

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Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM.

15 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Classifier performance prediction for computer-aided diagnosis using a limited dataset

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Approaches to working in high-dimensional data spaces: gene expression microarrays

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

A dual-stage method for lesion segmentation on digital mammograms

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Distinguishing lesions from posterior acoustic shadowing in breast ultrasound via non-linear dimensionality reduction.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Reliable and computationally efficient maximum-likelihood estimation of "proper" binormal ROC curves

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Evaluation of information-theoretic similarity measures for content-based retrieval and detection of masses in mammograms

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Self-organizing map for cluster analysis of a breast cancer database

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Automated seeded lesion segmentation on digital mammograms

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

A genetic algorithm-based method for optimizing the performance of a computer-aided diagnosis scheme for detection of clustered microcalcifications in mammograms.

20 June 2018

1 reference

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Automated computerized classification of malignant and benign masses on digitized mammograms

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

The meaning and use of the area under a receiver operating characteristic (ROC) curve

20 June 2018

1 reference

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Basic principles of ROC analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2807447

Analysis of spiculation in the computerized classification of mammographic masses.

20 June 2018

1 reference

Computerized lesion detection on breast ultrasound.

21 January 2018

1 reference

Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI.

21 January 2018

1 reference

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

21 January 2018

1 reference

Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size

21 January 2018

1 reference

Feature selection with limited datasets.

21 January 2018

1 reference

Application of the mutual information criterion for feature selection in computer-aided diagnosis.

21 January 2018

1 reference

Computer-aided classification of mammographic masses and normal tissue: linear discriminant analysis in texture feature space

21 January 2018

1 reference

Neural Networks and the Bias/Variance Dilemma

21 January 2018

1 reference

Computerized detection and classification of cancer on breast ultrasound1

21 January 2018

1 reference

Multimodality Computerized Diagnosis of Breast Lesions Using Mammography and Sonography1

21 January 2018

1 reference

Ideal observer approximation using Bayesian classification neural networks

21 January 2018

1 reference

21 January 2018

Identifiers

DOI

10.1118/1.3267037

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15 October 2017

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15 October 2017

PubMed publication ID

20175497

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