M. Emre Celebi

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Citations	8845	6539
h-index	50	42
i10-index	121	103

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Hitoshi IyatomiProfessor, Hosei University, JapanVerified email at hosei.ac.jp
Hassan KingraviSenior Data Scientist, MailchimpVerified email at equifax.com
william stoeckerS&A Technologies, Missouri University of Science and Technology, University of Missouri School ofVerified email at mst.edu
Dr. Qaisar AbbasAl Imam 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
Noel CodellaMicrosoftVerified email at microsoft.com
Catarina BarataInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at tecnico.ulisboa.pt
Allan HalpernMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
James Grichnik MD PhDScully-Welsh Cancer Center, Cleveland Clinic, Indian River HospitalVerified email at irmc.cc
Kerri-Ann NortonBard CollegeVerified email at bard.edu
Joe StanleyMissouri University of Science and TechnologyVerified email at mst.edu
Rahil GarnaviIBM Research AustraliaVerified email at au1.ibm.com
Patricio A. VelaAssociate Professor of Electrical and Computer EngineeringVerified email at gatech.edu
Waqar AhmadAssistant Professor, National Textile University, Faisalabad, PakistanVerified email at ntu.edu.pk
Dr. Irene FondónProffesor of Signals and Systems, University of SevilleVerified email at us.es
Giuseppe ArgenzianoFull Professor of Dermatology, University of Campania, Naples, ItalyVerified email at unicampania.it
Fatih CelikerWayne State UniversityVerified email at wayne.edu
Bogdan SmolkaVerified email at ieee.org
Richard JiangAssociate Professor and Senior Lecturer, Lancaster UniversityVerified email at lancaster.ac.uk
Danny CrookesProfessor of Computer Engineering, Queen's University BelfastVerified email at qub.ac.uk

M. Emre Celebi

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

Verified email at uca.edu - Homepage

Medical Image Analysis Dermoscopy 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	827	2013
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	535	2007
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	511	2018
Lesion border detection in dermoscopy images ME Celebi, H Iyatomi, G Schaefer, WV Stoecker Computerized medical imaging and graphics 33 (2), 148-153, 2009	408	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	366*	2008
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	243	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	180	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	178	2007
Improving the performance of k-means for color quantization ME Celebi Image and Vision Computing 29 (4), 260-271, 2011	162	2011
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	151	2013
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	145	2008
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	137	2014
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	136	2011
Volumetric evaluation of the paranasal sinuses in normal subjects using computer tomography images: a stereological study M Emirzeoglu, B Sahin, S Bilgic, M Celebi, A Uzun Auris Nasus Larynx 34 (2), 191-195, 2007	125	2007
A comparative study of three moment-based shape descriptors ME Celebi, YA Aslandogan International Conference on Information Technology: Coding and Computing …, 2005	121	2005
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	118	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	117	2011
Nonlinear vector filtering for impulsive noise removal from color images ME Celebi, HA Kingravi, YA Aslandogan Journal of Electronic Imaging 16 (3), 033008, 2007	115	2007
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	109	2018
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	106	2019

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