Title :
Novel multimodal PEM-UWB approach for breast cancer detection: Initial study for tumour detection and consequent classification
Author :
Conceicao, R C ; Capote, R M ; Oliveira, B L ; Almeida, P ; Glavin, M ; Jones, E ; O´Halloran, M
Author_Institution :
Universidade de Lisboa, Faculdade de Ciências, (FCUL), Instituto de Biofísica e Engenharia Biomédica (IBEB), Portugal
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 :
Accuracy; Classification algorithms; Logic gates; Principal component analysis; Positron Emission Mammography (PEM); Ultra WideBand (UWB) radar; breast cancer imaging; detection and classification; machine learning;
Conference_Titel :
Antennas and Propagation (EuCAP), 2013 7th European Conference on
Conference_Location :
Gothenburg
Print_ISBN :
978-1-4673-2187-7
Electronic_ISBN :
978-88-907018-1-8