Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
A comparative study of efficient initialization methods for the k-means clustering algorithm
Celebi, M. Emre, Kingravi, Hassan A., Vela, Patricio A.
Published in Expert systems with applications (01.01.2013)
Published in Expert systems with applications (01.01.2013)
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Journal Article
Improving Dermoscopy Image Classification Using Color Constancy
Barata, Catarina, Emre Celebi, M., Marques, Jorge S.
Published in IEEE journal of biomedical and health informatics (01.05.2015)
Published in IEEE journal of biomedical and health informatics (01.05.2015)
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Journal Article
Colour and contrast enhancement for improved skin lesion segmentation
Schaefer, Gerald, Rajab, Maher I, Emre Celebi, M, Iyatomi, Hitoshi
Published in Computerized medical imaging and graphics (01.03.2011)
Published in Computerized medical imaging and graphics (01.03.2011)
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Journal Article
Border detection in dermoscopy images using statistical region merging
Emre Celebi, M., Kingravi, Hassan A., Iyatomi, Hitoshi, Alp Aslandogan, Y., Stoecker, William V., Moss, Randy H., Malters, Joseph M., Grichnik, James M., Marghoob, Ashfaq A., Rabinovitz, Harold S., Menzies, Scott W.
Published in Skin research and technology (01.08.2008)
Published in Skin research and technology (01.08.2008)
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Journal Article
Automatic Face Recognition System Using Deep Convolutional Mixer Architecture and AdaBoost Classifier
Abbas, Qaisar, Albalawi, Talal Saad, Perumal, Ganeshkumar, Celebi, M. Emre
Published in Applied sciences (01.09.2023)
Published in Applied sciences (01.09.2023)
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Journal Article
Melanoma recognition framework based on expert definition of ABCD for dermoscopic images
Abbas, Qaisar, Emre Celebi, M., Garcia, Irene Fondón, Ahmad, Waqar
Published in Skin research and technology (01.02.2013)
Published in Skin research and technology (01.02.2013)
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Journal Article
A Feature-Preserving Hair Removal Algorithm for Dermoscopy Images
Abbas, Qaisar, Garcia, Irene Fondón, Emre Celebi, M., Ahmad, Waqar
Published in Skin research and technology (01.02.2013)
Published in Skin research and technology (01.02.2013)
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Journal Article
Lesion border detection in dermoscopy images using dynamic programming
Abbas, Qaisar, Celebi, M. Emre, Fondón García, Irene, Rashid, Muhammad
Published in Skin research and technology (01.02.2011)
Published in Skin research and technology (01.02.2011)
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Journal Article
Social Behavioral Phenotyping of Drosophila With a 2D-3D Hybrid CNN Framework
Jiang, Ziping, Chazot, Paul L., Celebi, M. Emre, Crookes, Danny, Jiang, Richard
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Dermoscopy Image Analysis: Overview and Future Directions
Celebi, M. Emre, Codella, Noel, Halpern, Allan
Published in IEEE journal of biomedical and health informatics (01.03.2019)
Published in IEEE journal of biomedical and health informatics (01.03.2019)
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Journal Article
Computer-aided pattern classification system for dermoscopy images
Abbas, Qaisar, Emre Celebi, M., Fondón, Irene
Published in Skin research and technology (01.08.2012)
Published in Skin research and technology (01.08.2012)
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Journal Article
Unsupervised border detection in dermoscopy images
Emre Celebi, M., Alp Aslandogan, Y., Stoecker, William V., Iyatomi, Hitoshi, Oka, Hiroshi, Chen, Xiaohe
Published in Skin research and technology (01.11.2007)
Published in Skin research and technology (01.11.2007)
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Journal Article
Computer-Based Classification of Dermoscopy Images of Melanocytic Lesions on Acral Volar Skin
Iyatomi, Hitoshi, Oka, Hiroshi, Celebi, M. Emre, Ogawa, Koichi, Argenziano, Giuseppe, Soyer, H. Peter, Koga, Hiroshi, Saida, Toshiaki, Ohara, Kuniaki, Tanaka, Masaru
Published in Journal of investigative dermatology (01.08.2008)
Published in Journal of investigative dermatology (01.08.2008)
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Journal Article
Fast color quantization using weighted sort-means clustering
Celebi, M Emre
Published in Journal of the Optical Society of America. A, Optics, image science, and vision (01.11.2009)
Published in Journal of the Optical Society of America. A, Optics, image science, and vision (01.11.2009)
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Journal Article
Automatic detection of blue-white veil and related structures in dermoscopy images
Celebi, M. Emre, Iyatomi, Hitoshi, Stoecker, William V, Moss, Randy H, Rabinovitz, Harold S, Argenziano, Giuseppe, Soyer, H. Peter
Published in Computerized medical imaging and graphics (01.12.2008)
Published in Computerized medical imaging and graphics (01.12.2008)
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Journal Article
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer
Barata, Catarina, Celebi, M. Emre, Marques, Jorge S.
Published in IEEE journal of biomedical and health informatics (01.05.2019)
Published in IEEE journal of biomedical and health informatics (01.05.2019)
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Journal Article