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Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Two-dimensional transversal slices are demonstrated. (a) One benign lesion and.

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Presentation on theme: "Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Two-dimensional transversal slices are demonstrated. (a) One benign lesion and."— Presentation transcript:

1 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Two-dimensional transversal slices are demonstrated. (a) One benign lesion and (b) one malignant lesion, with arrows pointing to the lesions. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

2 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. A coronal slice with a malignant lesion pointed out by an arrow. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

3 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Coronal slices with a malignant lesion (a) pointed out by the arrow and its segmentation (b) indicated by the white mask. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

4 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Transversal slices with malignant lesions (top) pointed out by the arrows and their segmentations (bottom) indicated by the white masks. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

5 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Demonstrations of Gabor filters: the real part of the used 40 Gabor filters (a) and the magnitude output (b). Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

6 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Receiver operating characteristic (ROC) curves of using different features. The AUC values of using base features (BF), BF + Gabor classifier, BF + LBP classifier, BF + GLCM classifier, and BF + feature-oriented classifiers (FOCs) are 0.90, 0.90, 0.91, 0.91, and 0.91, respectively. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

7 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. An axial section through a benign (a) and a malignant (b) lesion together with the magnitude outputs of 40 Gabor filters for the respective lesions. Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501

8 Date of download: 5/31/2016 Copyright © 2016 SPIE. All rights reserved. Misclassified examples: cancer misclassified by the previous computer-aided diagnosis (CAD) but correctly by the current CAD (a) and cancer misclassified by the current CAD but correctly by the previous CAD (b). Figure Legend: From: Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound J. Med. Imag. 2014;1(2):024501. doi:10.1117/1.JMI.1.2.024501


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