Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype

Raquel C. Conceição; Dallan Byrne; J. A. Noble; Ian Craddock

doi:10.1109/EuCAP.2016.7481464

Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype

Raquel C. Conceição
, Dallan Byrne
, J. A. Noble
, Ian Craddock

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

3 Citations (Scopus)

Abstract

In this paper classification algorithms will be used to investigate the presence of tumours in the breast, from signals collected with a radar microwave imaging prototype from the University of Bristol. A number of features will be extracted from the scattering of breast tumours and will then be used in classification algorithms such as Linear Discriminant Analysis or Quadratic Discriminant Analysis. The results from the classifier will allow creating an image of the considered synthetic breast phantom in which normal breast tissue is classified as a miss and tumour tissue is classified as a hit.

Original language	English
Title of host publication	2016 10th European Conference on Antennas and Propagation, EuCAP 2016
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
ISBN (Electronic)	9788890701863
DOIs	https://doi.org/10.1109/EuCAP.2016.7481464
Publication status	Published - 31 May 2016
Event	10th European Conference on Antennas and Propagation, EuCAP 2016 - Davos, Switzerland Duration: 10 Apr 2016 → 15 Apr 2016

Conference

Conference	10th European Conference on Antennas and Propagation, EuCAP 2016
Country/Territory	Switzerland
City	Davos
Period	10/04/16 → 15/04/16

Research Groups and Themes

Digital Health
SPHERE

Keywords

Breast Radar Microwave Imaging
Classification Algorithms

Access to Document

10.1109/EuCAP.2016.7481464

Handle.net

Persistent link

Cite this

Conceição, R. C., Byrne, D., Noble, J. A., & Craddock, I. (2016). Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype. In 2016 10th European Conference on Antennas and Propagation, EuCAP 2016 Article 7481464 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/EuCAP.2016.7481464

@inproceedings{550ee10f173f47598c68d06101a7eab4,

title = "Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype",

abstract = "In this paper classification algorithms will be used to investigate the presence of tumours in the breast, from signals collected with a radar microwave imaging prototype from the University of Bristol. A number of features will be extracted from the scattering of breast tumours and will then be used in classification algorithms such as Linear Discriminant Analysis or Quadratic Discriminant Analysis. The results from the classifier will allow creating an image of the considered synthetic breast phantom in which normal breast tissue is classified as a miss and tumour tissue is classified as a hit.",

keywords = "Breast Radar Microwave Imaging, Classification Algorithms",

author = "Concei{\c c}{\~a}o, \{Raquel C.\} and Dallan Byrne and Noble, \{J. A.\} and Ian Craddock",

year = "2016",

month = may,

day = "31",

doi = "10.1109/EuCAP.2016.7481464",

language = "English",

booktitle = "2016 10th European Conference on Antennas and Propagation, EuCAP 2016",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "10th European Conference on Antennas and Propagation, EuCAP 2016 ; Conference date: 10-04-2016 Through 15-04-2016",

}

Conceição, RC, Byrne, D, Noble, JA & Craddock, I 2016, Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype. in 2016 10th European Conference on Antennas and Propagation, EuCAP 2016., 7481464, Institute of Electrical and Electronics Engineers (IEEE), 10th European Conference on Antennas and Propagation, EuCAP 2016, Davos, Switzerland, 10/04/16. https://doi.org/10.1109/EuCAP.2016.7481464

Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype. / Conceição, Raquel C.; Byrne, Dallan; Noble, J. A. et al.
2016 10th European Conference on Antennas and Propagation, EuCAP 2016. Institute of Electrical and Electronics Engineers (IEEE), 2016. 7481464.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype

AU - Conceição, Raquel C.

AU - Byrne, Dallan

AU - Noble, J. A.

AU - Craddock, Ian

PY - 2016/5/31

Y1 - 2016/5/31

N2 - In this paper classification algorithms will be used to investigate the presence of tumours in the breast, from signals collected with a radar microwave imaging prototype from the University of Bristol. A number of features will be extracted from the scattering of breast tumours and will then be used in classification algorithms such as Linear Discriminant Analysis or Quadratic Discriminant Analysis. The results from the classifier will allow creating an image of the considered synthetic breast phantom in which normal breast tissue is classified as a miss and tumour tissue is classified as a hit.

AB - In this paper classification algorithms will be used to investigate the presence of tumours in the breast, from signals collected with a radar microwave imaging prototype from the University of Bristol. A number of features will be extracted from the scattering of breast tumours and will then be used in classification algorithms such as Linear Discriminant Analysis or Quadratic Discriminant Analysis. The results from the classifier will allow creating an image of the considered synthetic breast phantom in which normal breast tissue is classified as a miss and tumour tissue is classified as a hit.

KW - Breast Radar Microwave Imaging

KW - Classification Algorithms

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U2 - 10.1109/EuCAP.2016.7481464

DO - 10.1109/EuCAP.2016.7481464

M3 - Conference Contribution (Conference Proceeding)

AN - SCOPUS:84979246946

BT - 2016 10th European Conference on Antennas and Propagation, EuCAP 2016

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - 10th European Conference on Antennas and Propagation, EuCAP 2016

Y2 - 10 April 2016 through 15 April 2016

ER -

Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype

Abstract

Conference

Research Groups and Themes

Keywords

Access to Document

Handle.net

Other files and links

Fingerprint

SPHERE (EPSRC IRC)

Cite this

Initial study for the investigation of breast tumour response with classification algorithms using a microwave radar prototype

Abstract

Conference

Research Groups and Themes

Keywords

Access to Document

Handle.net

Other files and links

Fingerprint

Projects

SPHERE (EPSRC IRC)

Cite this