M. Emre Celebi

A comparative study of efficient initialization methods for the k-means clustering algorithm

M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela · Expert Systems with Applications · 2012 · 1.2K citations · Full text

Cluster Computing, Document Clustering, Engineering +9

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Noel Codella, Veronica Rotemberg, Philipp Tschandl et al. · arXiv (Cornell University) · 2019 · 978 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +23

A methodological approach to the classification of dermoscopy images

M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin et al. · Computerized Medical Imaging and Graphics · 2007 · 661 citations

Dermoscopic Image, Image Analysis, Engineering +10

Border detection in dermoscopy images using statistical region merging

M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi et al. · Skin Research and Technology · 2008 · 363 citations

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

Michael A. Marchetti, Noel Codella, Stephen W. Dusza et al. · Journal of the American Academy of Dermatology · 2017 · 318 citations · Full text

Dermoscopic Image, Image Analysis, Engineering +11