Characterization of border structure using Fractal Dimension in melanomas
There are many characteristics that differentiate normal moles (nevi) from melanomas. One of them is their boundary irregularity, which can be quantified using Fractal Dimension. In this work, fractal dimension of normal moles and melanoma was computed using the box counting method. These measuremen...
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| Formato: | Acta de conferencia Capítulo de libro |
| Lenguaje: | Inglés |
| Publicado: |
2010
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| Acceso en línea: | Registro en Scopus DOI Handle Registro en la Biblioteca Digital |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
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| 005 | 20230518205422.0 | ||
| 008 | 190411s2010 xx ||||fo|||| 10| 0 eng|d | ||
| 024 | 7 | |2 scopus |a 2-s2.0-78650817422 | |
| 040 | |a Scopus |b spa |c AR-BaUEN |d AR-BaUEN | ||
| 100 | 1 | |a Carbonetto, S.H. | |
| 245 | 1 | 0 | |a Characterization of border structure using Fractal Dimension in melanomas |
| 260 | |c 2010 | ||
| 270 | 1 | 0 | |m Carbonetto, S. H.; Laboratorio de Física de Dispositivos-Microelectrónica, Departamento de Física, Universidad de Buenos Aires, Av. Paseo Colón 850, C1063ACV Buenos Aires, Argentina; email: scarbonetto@fi.uba.ar |
| 506 | |2 openaire |e Política editorial | ||
| 504 | |a Ganster, H., Pinz, A., Röhrer, R., Wildling, E., Binder, M., Kittler, H., Automated melanoma recognition (2001) IEEE Transactions on Medical Imaging, 20 (3). , March | ||
| 504 | |a Zagrouba, E., Barhoumi, W., A prelimary approach for the automated recognition of malignant melanoma (2004) Image Analysis and Stereology, 23 (2) | ||
| 504 | |a Baish, J.W., Jain, R.K., Fractals and cancer (2000) Perspectives in Cancer Research | ||
| 504 | |a Ng, V., Coldman, A., Diagnosis of melanoma with fractal dimension (1993) TENCON'93, 4, pp. 514-517. , October | ||
| 504 | |a Piantanelli, A., Maponi, P., Scalise, L., Serresi, S., Cialabrini, A., Basso, A., Fractal characterisation of boundary irregularity in skin pigmented lesions (2005) Medical and Biological Engineering and Computing Journal, 43 (4), pp. 436-432. , August | ||
| 504 | |a Gao, J., Zhang, J., Fleming, M.G., Pollak, I., Cognetta, A.B., Segmentation of dermatoscopic images by stabilized inverse diffusion equations (1998) 1998 International Conference on Image Processing (ICIP'98), 3, pp. 823-827 | ||
| 504 | |a Tuceryan, M., Moment based texture segmentation (1994) Pattern Recognition Letters, 15. , Julio | ||
| 520 | 3 | |a There are many characteristics that differentiate normal moles (nevi) from melanomas. One of them is their boundary irregularity, which can be quantified using Fractal Dimension. In this work, fractal dimension of normal moles and melanoma was computed using the box counting method. These measurements were used to train a linear decoder in order to predict the pathology. The average performance to discriminate normal moles from melanomas reached 85% giving some insights about the power of the fractal dimension as a candidate for automatic detection and diagnosis. © 2010 IEEE. |l eng | |
| 593 | |a Laboratorio de Física de Dispositivos-Microelectrónica, Departamento de Física, Universidad de Buenos Aires, Av. Paseo Colón 850, C1063ACV Buenos Aires, Argentina | ||
| 593 | |a Instituto de Ingeniería Biomédica (IIBM), Facultad de Ingeniería, Universidad de Buenos Aires, Av. Paseo Colón 850, C1063ACV Buenos Aires, Argentina | ||
| 690 | 1 | 0 | |a AUTOMATIC DETECTION |
| 690 | 1 | 0 | |a BOUNDARY IRREGULARITIES |
| 690 | 1 | 0 | |a BOX-COUNTING METHOD |
| 690 | 1 | 0 | |a MEDICINE |
| 690 | 1 | 0 | |a PARTIAL DISCHARGES |
| 690 | 1 | 0 | |a FRACTAL DIMENSION |
| 690 | 1 | 0 | |a ARTICLE |
| 690 | 1 | 0 | |a FRACTAL ANALYSIS |
| 690 | 1 | 0 | |a HUMAN |
| 690 | 1 | 0 | |a MELANOMA |
| 690 | 1 | 0 | |a PATHOLOGY |
| 690 | 1 | 0 | |a SKIN TUMOR |
| 690 | 1 | 0 | |a FRACTALS |
| 690 | 1 | 0 | |a HUMANS |
| 690 | 1 | 0 | |a MELANOMA |
| 690 | 1 | 0 | |a SKIN NEOPLASMS |
| 700 | 1 | |a Lew, S.E. | |
| 711 | 2 | |c Buenos Aires |d 31 August 2010 through 4 September 2010 |g Código de la conferencia: 83008 | |
| 773 | 0 | |d 2010 |h pp. 4088-4091 |p Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., EMBC |n 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 |z 9781424441235 |t 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 | |
| 856 | 4 | 1 | |u https://www.scopus.com/inward/record.uri?eid=2-s2.0-78650817422&doi=10.1109%2fIEMBS.2010.5627296&partnerID=40&md5=bc9093ee5b4c439fb0191924d8f1e978 |y Registro en Scopus |
| 856 | 4 | 0 | |u https://doi.org/10.1109/IEMBS.2010.5627296 |y DOI |
| 856 | 4 | 0 | |u https://hdl.handle.net/20.500.12110/paper_97814244_v_n_p4088_Carbonetto |y Handle |
| 856 | 4 | 0 | |u https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814244_v_n_p4088_Carbonetto |y Registro en la Biblioteca Digital |
| 961 | |a paper_97814244_v_n_p4088_Carbonetto |b paper |c PE | ||
| 962 | |a info:eu-repo/semantics/conferenceObject |a info:ar-repo/semantics/documento de conferencia |b info:eu-repo/semantics/publishedVersion | ||
| 999 | |c 83731 | ||