M. Emre Celebi, SPIE Fellow

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Hitoshi IyatomiProfessor, Hosei University, JapanVerified email at hosei.ac.jp
Hassan KingraviStaff Data Scientist, MailchimpVerified email at mailchimp.com
william stoeckerS&A Technologies, Missouri University of Science and Technology, University of Missouri School ofVerified email at mst.edu
Noel CodellaPrincipal Researcher @ MicrosoftVerified email at microsoft.com
Allan HalpernMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Dr. Qaisar AbbasImam Mohammad Ibn Saud Islamic University (IMSIU)Verified email at imamu.edu.sa
Jorge S. MarquesInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ. LisboaVerified email at isr.tecnico.ulisboa.pt
Catarina BarataInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at tecnico.ulisboa.pt
Brian HelbaKitware Inc.Verified email at kitware.com
David GutmanAssistant Professor of Neurology, Psychiatry, Biomedical Informatics, Emory UniversityVerified email at emory.edu
Nabin MishraStoecker & Associates / Missouri S&TVerified email at mst.edu
Michael A. MarchettiMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Stephen Dusza, DrPHResearch Epidemiologist, Memorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Koichi OgawaProfessor, Hosei UniversityVerified email at hosei.ac.jp
Konstantinos LiopyrisResearch Consultant, Memorial Sloan Kettering Cancer Center; Dermatologist, 1st UniversityVerified email at mskcc.org
Harald KittlerMedical University of Vienna, AustriaVerified email at meduniwien.ac.at
James Grichnik MD PhDProfessor and Chairman, Department of Dermatology & Cutaneous Surgery, USFVerified email at usf.edu
Kerri-Ann NortonBard CollegeVerified email at bard.edu
Joe StanleyMissouri University of Science and TechnologyVerified email at mst.edu
Philipp TschandlMedical University of ViennaVerified email at meduniwien.ac.at

M. Emre Celebi, SPIE Fellow

Professor and Chair, Department of Computer Science and Engineering, University of Central Arkansas

Verified email at uca.edu - Homepage

Medical Image Analysis Dermoscopy Image Analysis Color Image Processing Clustering K-Means


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A comparative study of efficient initialization methods for the k-means clustering algorithm ME Celebi, HA Kingravi, PA Vela Expert systems with applications 40 (1), 200-210, 2013	1097	2013
Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging … NCF Codella, D Gutman, ME Celebi, B Helba, MA Marchetti, SW Dusza, ... 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018	973	2018
A methodological approach to the classification of dermoscopy images ME Celebi, HA Kingravi, B Uddin, H Iyatomi, YA Aslandogan, ... Computerized Medical imaging and graphics 31 (6), 362-373, 2007	653	2007
Lesion border detection in dermoscopy images ME Celebi, H Iyatomi, G Schaefer, WV Stoecker Computerized medical imaging and graphics 33 (2), 148-153, 2009	469	2009
Border detection in dermoscopy images using statistical region merging M Emre Celebi, HA Kingravi, H Iyatomi, Y Alp Aslandogan, WV Stoecker, ... Skin Research and Technology 14 (3), 347-353, 2008	427*	2008
Skin lesion analysis toward melanoma detection: A challenge at the international symposium on biomedical imaging (ISBI) 2016, hosted by the international skin imaging … D Gutman, NCF Codella, E Celebi, B Helba, M Marchetti, N Mishra, ... arXiv preprint arXiv:1605.01397, 2016	413	2016
Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic) N Codella, V Rotemberg, P Tschandl, ME Celebi, S Dusza, D Gutman, ... arXiv preprint arXiv:1902.03368, 2019	382	2019
An improved internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm H Iyatomi, H Oka, ME Celebi, M Hashimoto, M Hagiwara, M Tanaka, ... Computerized Medical Imaging and Graphics 32 (7), 566-579, 2008	271	2008
Anisotropic mean shift based fuzzy c-means segmentation of dermoscopy images H Zhou, G Schaefer, AH Sadka, ME Celebi IEEE Journal of Selected Topics in Signal Processing 3 (1), 26-34, 2009	206	2009
Unsupervised border detection in dermoscopy images M Emre Celebi, Y Alp Aslandogan, WV Stoecker, H Iyatomi, H Oka, ... Skin research and technology 13 (4), 454-462, 2007	201	2007
Lesion border detection in dermoscopy images using ensembles of thresholding methods M Emre Celebi, Q Wen, S Hwang, H Iyatomi, G Schaefer Skin Research and Technology 19 (1), e252-e258, 2013	196	2013
Improving dermoscopy image classification using color constancy C Barata, ME Celebi, JS Marques IEEE journal of biomedical and health informatics 19 (3), 1146-1152, 2014	192	2014
Improving the performance of k-means for color quantization ME Celebi Image and Vision Computing 29 (4), 260-271, 2011	191	2011
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to … MA Marchetti, NCF Codella, SW Dusza, DA Gutman, B Helba, A Kalloo, ... Journal of the American Academy of Dermatology 78 (2), 270-277. e1, 2018	187	2018
Automatic detection of blue-white veil and related structures in dermoscopy images ME Celebi, H Iyatomi, WV Stoecker, RH Moss, HS Rabinovitz, ... Computerized Medical Imaging and Graphics 32 (8), 670-677, 2008	169	2008
Border detection in dermoscopy images using hybrid thresholding on optimized color channels R Garnavi, M Aldeen, ME Celebi, G Varigos, S Finch Computerized Medical Imaging and Graphics 35 (2), 105-115, 2011	168	2011
A state-of-the-art survey on lesion border detection in dermoscopy images ME Celebi, Q Wen, H Iyatomi, K Shimizu, H Zhou, G Schaefer Dermoscopy image analysis 10, 97-129, 2015	155	2015
Hair removal methods: A comparative study for dermoscopy images Q Abbas, ME Celebi, IF García Biomedical Signal Processing and Control 6 (4), 395-404, 2011	151	2011
An overview of melanoma detection in dermoscopy images using image processing and machine learning NK Mishra, ME Celebi arXiv preprint arXiv:1601.07843, 2016	150	2016
Unsupervised learning algorithms ME Celebi, K Aydin Springer International Publishing, 2016	147	2016

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