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Hitoshi Iyatomi
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Publications
- 2023
- [j18]Lei Bi, M. Emre Celebi, Hitoshi Iyatomi, Pablo Fernandez-Penas, Jinman Kim:
Image analysis in advanced skin imaging technology. Comput. Methods Programs Biomed. 238: 107599 (2023) - 2016
- [c23]Takuya Yoshida, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi:
Simple and effective pre-processing for automated melanoma discrimination based on cytological findings. IEEE BigData 2016: 3439-3442 - 2015
- [j12]Kouhei Shimizu, Hitoshi Iyatomi, M. Emre Celebi, Kerri-Ann Norton, Masaru Tanaka:
Four-Class Classification of Skin Lesions With Task Decomposition Strategy. IEEE Trans. Biomed. Eng. 62(1): 274-283 (2015) - [c18]Keiichi Ohki, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi:
Building of Readable Decision Trees for Automated Melanoma Discrimination. ISVC (2) 2015: 712-721 - 2014
- [j11]Kouhei Shimizu, Hitoshi Iyatomi, Kerri-Ann Norton, M. Emre Celebi:
Extension of automated melanoma screening for non-melanocytic skin lesions. Int. J. Comput. Appl. Technol. 50(1/2): 122-130 (2014) - [j10]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi:
An ensemble classification approach for melanoma diagnosis. Memetic Comput. 6(4): 233-240 (2014) - [c16]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi, Aboul Ella Hassanien:
Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features. AMLTA 2014: 291-298 - 2013
- [c12]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi:
Melanoma Classification Using Dermoscopy Imaging and Ensemble Learning. ACPR 2013: 386-390 - [i5]M. Emre Celebi, Quan Wen, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer:
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods. CoRR abs/1312.7345 (2013) - 2011
- [j9]Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka:
Automated color calibration method for dermoscopy images. Comput. Medical Imaging Graph. 35(2): 89-98 (2011) - [j8]Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi:
Colour and contrast enhancement for improved skin lesion segmentation. Comput. Medical Imaging Graph. 35(2): 99-104 (2011) - 2010
- [c9]M. Emre Celebi, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer:
Robust border detection in dermoscopy images using threshold fusion. ICIP 2010: 2541-2544 - [c8]Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka:
Automated color normalization for dermoscopy images. ICIP 2010: 4357-4360 - [i4]M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer:
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images. CoRR abs/1009.1013 (2010) - [i3]M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik:
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images. CoRR abs/1009.1020 (2010) - [i2]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Approximate Lesion Localization in Dermoscopy Images. CoRR abs/1009.1362 (2010) - [i1]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion Border Detection in Dermoscopy Images. CoRR abs/1011.0640 (2010) - 2009
- [j7]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion border detection in dermoscopy images. Comput. Medical Imaging Graph. 33(2): 148-153 (2009) - [c7]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer:
Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure. ICIP 2009: 2601-2604 - [c6]Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi:
Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation. ICIP 2009: 3361-3364 - [c5]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods. PSIVT 2009: 1094-1103 - 2008
- [j6]Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Masahiro Hashimoto, Masafumi Hagiwara, Masaru Tanaka, Koichi Ogawa:
An improved Internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm. Comput. Medical Imaging Graph. 32(7): 566-579 (2008) - [j5]M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer:
Automatic detection of blue-white veil and related structures in dermoscopy images. Comput. Medical Imaging Graph. 32(8): 670-677 (2008) - 2007
- [j4]M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss:
A methodological approach to the classification of dermoscopy images. Comput. Medical Imaging Graph. 31(6): 362-373 (2007) - [c4]M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi, JeongKyu Lee, Y. Alp Aslandogan, William Van Stoecker, Randy H. Moss, Joseph M. Malters, Ashfaq A. Marghoob:
Fast and accurate border detection in dermoscopy images using statistical region merging. Medical Imaging: Image Processing 2007: 65123V
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