Fourier irregularity index: A new approach to measure tumor mass irregularity in breast mammogram images
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| 024 | 7 | 0 | |a 10.1007/s11042-013-1799-8 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s11042-013-1799-8 | ||
| 245 | 0 | 0 | |a Fourier irregularity index: A new approach to measure tumor mass irregularity in breast mammogram images |h [Elektronische Daten] |c [Gensheng Zhang, Wei Wang, Sung Shin, Carrie Hruska, Seong-Ho Son] |
| 520 | 3 | |a Shape descriptors have been identified as important features in distinguishing malignant masses from benign masses. Thus, an effective morphological irregularity measure could provide a helpful reference to indicate the likelihood of malignancy of breast masses. In this paper, a new Fourier-Transform-based measure of irregularity—Fourier Irregularity Index (F 2 ), is proposed to provide reliable malignant/benign tumor/mass classification. The proposed measure has been evaluated on 418 breast masses, including 190 malignant masses and 218 benign lesions identified by radiologists on film mammograms. The results show the proposed measure has better performance than other approaches, such as Compactness Index (CI), Fractal Dimension (FD) and the Fourier-descriptor-based shape Factor (FF). Furthermore, these mentioned measures are paired to investigate the possibility of performance improvement. The results showed the combination of F 2 and CI further enhances the performance in indicating the likelihood of malignancy of breast masses. | |
| 540 | |a Springer Science+Business Media New York, 2013 | ||
| 690 | 7 | |a Breast masses classification |2 nationallicence | |
| 690 | 7 | |a Contour analysis |2 nationallicence | |
| 690 | 7 | |a Fourier Transform |2 nationallicence | |
| 690 | 7 | |a Irregularity index |2 nationallicence | |
| 700 | 1 | |a Zhang |D Gensheng |u Department of Computer Science and Engineering, University of Texas at Arlington, 76019, Arlington, TX, USA |4 aut | |
| 700 | 1 | |a Wang |D Wei |u Department of Electrical Engineering and Computer Science, South Dakota State University, 57007, Brookings, SD, USA |4 aut | |
| 700 | 1 | |a Shin |D Sung |u Department of Electrical Engineering and Computer Science, South Dakota State University, 57007, Brookings, SD, USA |4 aut | |
| 700 | 1 | |a Hruska |D Carrie |u Department of Radiology, Mayo Clinic, 200 1st St SW, 55905, Rochester, MN, USA |4 aut | |
| 700 | 1 | |a Son |D Seong-Ho |u Radio Technology Research Department, Electronics and Telecommunications Research Institute (ETRI), 305-700, Daejeon, Korea |4 aut | |
| 773 | 0 | |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/11(2015-06-01), 3783-3798 |x 1380-7501 |q 74:11<3783 |1 2015 |2 74 |o 11042 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s11042-013-1799-8 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s11042-013-1799-8 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Zhang |D Gensheng |u Department of Computer Science and Engineering, University of Texas at Arlington, 76019, Arlington, TX, USA |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wang |D Wei |u Department of Electrical Engineering and Computer Science, South Dakota State University, 57007, Brookings, SD, USA |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Shin |D Sung |u Department of Electrical Engineering and Computer Science, South Dakota State University, 57007, Brookings, SD, USA |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Hruska |D Carrie |u Department of Radiology, Mayo Clinic, 200 1st St SW, 55905, Rochester, MN, USA |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Son |D Seong-Ho |u Radio Technology Research Department, Electronics and Telecommunications Research Institute (ETRI), 305-700, Daejeon, Korea |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/11(2015-06-01), 3783-3798 |x 1380-7501 |q 74:11<3783 |1 2015 |2 74 |o 11042 | ||