Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification

R. C. Conceicao; R. M. Capote; B. L. Oliveira; P. Almeida; M. Glavin; E. Jones; M. O'Halloran

Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification

R. C. Conceicao
, R. M. Capote
, B. L. Oliveira
, P. Almeida
, M. Glavin
, E. Jones
, M. O'Halloran

Electrical & Electronic Engineering

Universidade de Lisboa

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

4 Citations (Scopus)

Abstract

A novel multimodal imaging approach for breast cancer detection is studied in terms of its detection and classification capabilities in a simple homogeneous breast model. The study comprises three stages: i) realistic breast and tumour numerical models are adapted so that they can be simultaneously used in both Positron Emission Mammography (PEM) and Ultra WideBand (UWB) radar; ii) the accuracy of each technique in identifying the correct location of breast cancer within the breast is compared; and iii) UWB will be used to classify tumours at the location found in stage ii).

Original language	English
Title of host publication	2013 7th European Conference on Antennas and Propagation, EuCAP 2013
Pages	630-634
Number of pages	5
Publication status	Published - 2013
Event	2013 7th European Conference on Antennas and Propagation, EuCAP 2013 - Gothenburg, Sweden Duration: 8 Apr 2013 → 12 Apr 2013

Publication series

Name	2013 7th European Conference on Antennas and Propagation, EuCAP 2013

Conference

Conference	2013 7th European Conference on Antennas and Propagation, EuCAP 2013
Country/Territory	Sweden
City	Gothenburg
Period	8/04/13 → 12/04/13

Keywords

Positron Emission Mammography (PEM)
Ultra WideBand (UWB) radar
breast cancer imaging
detection and classification
machine learning

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

Conceicao, R. C., Capote, R. M., Oliveira, B. L., Almeida, P., Glavin, M., Jones, E., & O'Halloran, M. (2013). Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification. In 2013 7th European Conference on Antennas and Propagation, EuCAP 2013 (pp. 630-634). Article 6546350 (2013 7th European Conference on Antennas and Propagation, EuCAP 2013).

@inproceedings{609d9b18546e4ec8a1f513511e7aef83,

title = "Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification",

abstract = "A novel multimodal imaging approach for breast cancer detection is studied in terms of its detection and classification capabilities in a simple homogeneous breast model. The study comprises three stages: i) realistic breast and tumour numerical models are adapted so that they can be simultaneously used in both Positron Emission Mammography (PEM) and Ultra WideBand (UWB) radar; ii) the accuracy of each technique in identifying the correct location of breast cancer within the breast is compared; and iii) UWB will be used to classify tumours at the location found in stage ii).",

keywords = "Positron Emission Mammography (PEM), Ultra WideBand (UWB) radar, breast cancer imaging, detection and classification, machine learning",

author = "Conceicao, \{R. C.\} and Capote, \{R. M.\} and Oliveira, \{B. L.\} and P. Almeida and M. Glavin and E. Jones and M. O'Halloran",

year = "2013",

language = "English",

isbn = "9788890701832",

series = "2013 7th European Conference on Antennas and Propagation, EuCAP 2013",

pages = "630--634",

booktitle = "2013 7th European Conference on Antennas and Propagation, EuCAP 2013",

note = "2013 7th European Conference on Antennas and Propagation, EuCAP 2013 ; Conference date: 08-04-2013 Through 12-04-2013",

}

Conceicao, RC, Capote, RM, Oliveira, BL, Almeida, P, Glavin, M , Jones, E & O'Halloran, M 2013, Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification. in 2013 7th European Conference on Antennas and Propagation, EuCAP 2013., 6546350, 2013 7th European Conference on Antennas and Propagation, EuCAP 2013, pp. 630-634, 2013 7th European Conference on Antennas and Propagation, EuCAP 2013, Gothenburg, Sweden, 8/04/13.

Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification. / Conceicao, R. C.; Capote, R. M.; Oliveira, B. L. et al.
2013 7th European Conference on Antennas and Propagation, EuCAP 2013. 2013. p. 630-634 6546350 (2013 7th European Conference on Antennas and Propagation, EuCAP 2013).

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

TY - GEN

T1 - Novel multimodal PEM-UWB approach for breast cancer detection

T2 - 2013 7th European Conference on Antennas and Propagation, EuCAP 2013

AU - Conceicao, R. C.

AU - Capote, R. M.

AU - Oliveira, B. L.

AU - Almeida, P.

AU - Glavin, M.

AU - Jones, E.

AU - O'Halloran, M.

PY - 2013

Y1 - 2013

N2 - A novel multimodal imaging approach for breast cancer detection is studied in terms of its detection and classification capabilities in a simple homogeneous breast model. The study comprises three stages: i) realistic breast and tumour numerical models are adapted so that they can be simultaneously used in both Positron Emission Mammography (PEM) and Ultra WideBand (UWB) radar; ii) the accuracy of each technique in identifying the correct location of breast cancer within the breast is compared; and iii) UWB will be used to classify tumours at the location found in stage ii).

AB - A novel multimodal imaging approach for breast cancer detection is studied in terms of its detection and classification capabilities in a simple homogeneous breast model. The study comprises three stages: i) realistic breast and tumour numerical models are adapted so that they can be simultaneously used in both Positron Emission Mammography (PEM) and Ultra WideBand (UWB) radar; ii) the accuracy of each technique in identifying the correct location of breast cancer within the breast is compared; and iii) UWB will be used to classify tumours at the location found in stage ii).

KW - Positron Emission Mammography (PEM)

KW - Ultra WideBand (UWB) radar

KW - breast cancer imaging

KW - detection and classification

KW - machine learning

UR - https://www.scopus.com/pages/publications/84881273118

M3 - Conference Publication

SN - 9788890701832

T3 - 2013 7th European Conference on Antennas and Propagation, EuCAP 2013

SP - 630

EP - 634

BT - 2013 7th European Conference on Antennas and Propagation, EuCAP 2013

Y2 - 8 April 2013 through 12 April 2013

ER -

Conceicao RC, Capote RM, Oliveira BL, Almeida P, Glavin M , Jones E et al. Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification. In 2013 7th European Conference on Antennas and Propagation, EuCAP 2013. 2013. p. 630-634. 6546350. (2013 7th European Conference on Antennas and Propagation, EuCAP 2013).

Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification

Abstract

Publication series

Conference

Keywords

UN SDGs

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